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本文档收集了大量的网址链接,涵盖了从商业网站到个人博客等多个领域。虽然未提供具体的技术细节,但这些资源可能涉及软件开发、在线服务和技术社区等方面。

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图片汉字不显示并且===== 数据可视化 ===== D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 26680 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 24515 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 35780 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 20998 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 32500 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 24230 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 24067 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 21475 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 21619 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 29615 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 22659 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 26381 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 21153 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 21475 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 21619 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 29615 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 22659 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 26381 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 21153 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 20540 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 35780 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 20998 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 20540 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 26680 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 24515 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 32500 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 24230 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 24067 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 24066 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 22330 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 28909 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 25104 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 26412 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 25928 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 30410 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 20154 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 22343 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 28040 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 36153 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 20803 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 20154 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 22343 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 28040 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 36153 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 20803 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 28857 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 25968 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 37327 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 28857 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 25968 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 37327 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 24066 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 22330 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 28909 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 25104 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 26412 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 25928 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 30410 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 39184 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 39278 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 25454 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 26512 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 21487 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 35270 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 21270 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 39184 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 39278 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 25454 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 26512 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 21487 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 35270 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 21270 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 21475 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 21619 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 29615 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 22659 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 26381 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 21153 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 35780 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 20998 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 20540 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 26680 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 24515 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 32500 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 24230 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 24067 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 20154 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 22343 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 28040 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 36153 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 20803 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 28857 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 25968 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 37327 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 24066 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 22330 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 28909 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 25104 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 26412 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 25928 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 30410 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 29305 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 24449 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 30456 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 20851 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 24615 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 26512 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 24215 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 38138 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 39184 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 39278 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 25454 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 21487 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 35270 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:238: RuntimeWarning: Glyph 21270 missing from current font. font.set_text(s, 0.0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 21475 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 21619 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 29615 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 22659 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 26381 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 21153 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 35780 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 20998 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 20540 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 26680 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 24515 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 32500 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 24230 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 24067 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 20154 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 22343 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 28040 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 36153 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 20803 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 28857 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 25968 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 37327 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 24066 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 22330 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 28909 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 25104 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 26412 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 25928 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 30410 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 29305 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 24449 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 30456 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 20851 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 24615 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 26512 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 24215 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 38138 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 39184 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 39278 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 25454 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 21487 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 35270 missing from current font. font.set_text(s, 0, flags=flags) D:\zhhhhhhh\anaconda\lib\site-packages\matplotlib\backends\backend_agg.py:201: RuntimeWarning: Glyph 21270 missing from current font. font.set_text(s, 0, flags=flags)
06-16
E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:47: UserWarning: Glyph 24180 (\N{CJK UNIFIED IDEOGRAPH-5E74}) missing from current font. plt.tight_layout() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:47: UserWarning: Glyph 26376 (\N{CJK UNIFIED IDEOGRAPH-6708}) missing from current font. plt.tight_layout() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:47: UserWarning: Glyph 38144 (\N{CJK UNIFIED IDEOGRAPH-9500}) missing from current font. plt.tight_layout() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:47: UserWarning: Glyph 21806 (\N{CJK UNIFIED IDEOGRAPH-552E}) missing from current font. plt.tight_layout() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:47: UserWarning: Glyph 37327 (\N{CJK UNIFIED IDEOGRAPH-91CF}) missing from current font. plt.tight_layout() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:47: UserWarning: Glyph 25968 (\N{CJK UNIFIED IDEOGRAPH-6570}) missing from current font. plt.tight_layout() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:47: UserWarning: Glyph 25454 (\N{CJK UNIFIED IDEOGRAPH-636E}) missing from current font. plt.tight_layout() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:47: UserWarning: Glyph 26102 (\N{CJK UNIFIED IDEOGRAPH-65F6}) missing from current font. plt.tight_layout() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:47: UserWarning: Glyph 38388 (\N{CJK UNIFIED IDEOGRAPH-95F4}) missing from current font. plt.tight_layout() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:47: UserWarning: Glyph 24207 (\N{CJK UNIFIED IDEOGRAPH-5E8F}) missing from current font. plt.tight_layout() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:47: UserWarning: Glyph 21015 (\N{CJK UNIFIED IDEOGRAPH-5217}) missing from current font. plt.tight_layout() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:48: UserWarning: Glyph 24180 (\N{CJK UNIFIED IDEOGRAPH-5E74}) missing from current font. plt.show() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:48: UserWarning: Glyph 26376 (\N{CJK UNIFIED IDEOGRAPH-6708}) missing from current font. plt.show() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:48: UserWarning: Glyph 38144 (\N{CJK UNIFIED IDEOGRAPH-9500}) missing from current font. plt.show() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:48: UserWarning: Glyph 21806 (\N{CJK UNIFIED IDEOGRAPH-552E}) missing from current font. plt.show() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:48: UserWarning: Glyph 37327 (\N{CJK UNIFIED IDEOGRAPH-91CF}) missing from current font. plt.show() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:48: UserWarning: Glyph 25968 (\N{CJK UNIFIED IDEOGRAPH-6570}) missing from current font. plt.show() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:48: UserWarning: Glyph 25454 (\N{CJK UNIFIED IDEOGRAPH-636E}) missing from current font. plt.show() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:48: UserWarning: Glyph 26102 (\N{CJK UNIFIED IDEOGRAPH-65F6}) missing from current font. plt.show() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:48: UserWarning: Glyph 38388 (\N{CJK UNIFIED IDEOGRAPH-95F4}) missing from current font. plt.show() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:48: UserWarning: Glyph 24207 (\N{CJK UNIFIED IDEOGRAPH-5E8F}) missing from current font. plt.show() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:48: UserWarning: Glyph 21015 (\N{CJK UNIFIED IDEOGRAPH-5217}) missing from current font. plt.show() ADF检验结果 (原始序列): Test Statistic -3.108159 p-value 0.025955 Lags Used 5.0 Number of Observations 8.0 Critical Values {'1%': -4.6651863281249994, '5%': -3.367186875... dtype: object 该序列没有单位根,可以认为是平稳的。 E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:82: UserWarning: Glyph 24180 (\N{CJK UNIFIED IDEOGRAPH-5E74}) missing from current font. plt.tight_layout() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:82: UserWarning: Glyph 26376 (\N{CJK UNIFIED IDEOGRAPH-6708}) missing from current font. plt.tight_layout() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:82: UserWarning: Glyph 38144 (\N{CJK UNIFIED IDEOGRAPH-9500}) missing from current font. plt.tight_layout() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:82: UserWarning: Glyph 21806 (\N{CJK UNIFIED IDEOGRAPH-552E}) missing from current font. plt.tight_layout() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:82: UserWarning: Glyph 37327 (\N{CJK UNIFIED IDEOGRAPH-91CF}) missing from current font. plt.tight_layout() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:82: UserWarning: Glyph 24046 (\N{CJK UNIFIED IDEOGRAPH-5DEE}) missing from current font. plt.tight_layout() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:82: UserWarning: Glyph 20998 (\N{CJK UNIFIED IDEOGRAPH-5206}) missing from current font. plt.tight_layout() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:82: UserWarning: Glyph 21518 (\N{CJK UNIFIED IDEOGRAPH-540E}) missing from current font. plt.tight_layout() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:82: UserWarning: Glyph 25968 (\N{CJK UNIFIED IDEOGRAPH-6570}) missing from current font. plt.tight_layout() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:82: UserWarning: Glyph 25454 (\N{CJK UNIFIED IDEOGRAPH-636E}) missing from current font. plt.tight_layout() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:83: UserWarning: Glyph 24180 (\N{CJK UNIFIED IDEOGRAPH-5E74}) missing from current font. plt.show() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:83: UserWarning: Glyph 26376 (\N{CJK UNIFIED IDEOGRAPH-6708}) missing from current font. plt.show() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:83: UserWarning: Glyph 38144 (\N{CJK UNIFIED IDEOGRAPH-9500}) missing from current font. plt.show() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:83: UserWarning: Glyph 21806 (\N{CJK UNIFIED IDEOGRAPH-552E}) missing from current font. plt.show() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:83: UserWarning: Glyph 37327 (\N{CJK UNIFIED IDEOGRAPH-91CF}) missing from current font. plt.show() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:83: UserWarning: Glyph 24046 (\N{CJK UNIFIED IDEOGRAPH-5DEE}) missing from current font. plt.show() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:83: UserWarning: Glyph 20998 (\N{CJK UNIFIED IDEOGRAPH-5206}) missing from current font. plt.show() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:83: UserWarning: Glyph 21518 (\N{CJK UNIFIED IDEOGRAPH-540E}) missing from current font. plt.show() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:83: UserWarning: Glyph 25968 (\N{CJK UNIFIED IDEOGRAPH-6570}) missing from current font. plt.show() E:\WORK\数据分析\其他工作内容\02 老乡鸡咨询服务\调研数据\合肥小庙仓数据\时间序列分析\Python_Work\test_2.0.PY:83: UserWarning: Glyph 25454 (\N{CJK UNIFIED IDEOGRAPH-636E}) missing from current font. plt.show()
07-28
"C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\.venv\Scripts\python.exe" "C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py" C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:71: UserWarning: Glyph 8226 (\N{BULLET}) missing from font(s) SimHei. plt.tight_layout() C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:71: UserWarning: Glyph 178 (\N{SUPERSCRIPT TWO}) missing from font(s) SimHei. plt.tight_layout() C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:71: UserWarning: Glyph 27969 (\N{CJK UNIFIED IDEOGRAPH-6D41}) missing from font(s) DejaVu Sans. plt.tight_layout() C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:71: UserWarning: Glyph 31243 (\N{CJK UNIFIED IDEOGRAPH-7A0B}) missing from font(s) DejaVu Sans. plt.tight_layout() C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:71: UserWarning: Glyph 38454 (\N{CJK UNIFIED IDEOGRAPH-9636}) missing from font(s) DejaVu Sans. plt.tight_layout() C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:71: UserWarning: Glyph 27573 (\N{CJK UNIFIED IDEOGRAPH-6BB5}) missing from font(s) DejaVu Sans. plt.tight_layout() C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:71: UserWarning: Glyph 35828 (\N{CJK UNIFIED IDEOGRAPH-8BF4}) missing from font(s) DejaVu Sans. plt.tight_layout() C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:71: UserWarning: Glyph 26126 (\N{CJK UNIFIED IDEOGRAPH-660E}) missing from font(s) DejaVu Sans. plt.tight_layout() C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:71: UserWarning: Glyph 25968 (\N{CJK UNIFIED IDEOGRAPH-6570}) missing from font(s) DejaVu Sans. plt.tight_layout() C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:71: UserWarning: Glyph 25454 (\N{CJK UNIFIED IDEOGRAPH-636E}) missing from font(s) DejaVu Sans. plt.tight_layout() C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:71: UserWarning: Glyph 23618 (\N{CJK UNIFIED IDEOGRAPH-5C42}) missing from font(s) DejaVu Sans. plt.tight_layout() C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:71: UserWarning: Glyph 39044 (\N{CJK UNIFIED IDEOGRAPH-9884}) missing from font(s) DejaVu Sans. plt.tight_layout() C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:71: UserWarning: Glyph 22788 (\N{CJK UNIFIED IDEOGRAPH-5904}) missing from font(s) DejaVu Sans. plt.tight_layout() C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:71: UserWarning: Glyph 29702 (\N{CJK UNIFIED IDEOGRAPH-7406}) missing from font(s) DejaVu Sans. plt.tight_layout() C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:71: UserWarning: Glyph 29305 (\N{CJK UNIFIED IDEOGRAPH-7279}) missing from font(s) DejaVu Sans. plt.tight_layout() C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:71: UserWarning: Glyph 24449 (\N{CJK UNIFIED IDEOGRAPH-5F81}) missing from font(s) DejaVu Sans. plt.tight_layout() C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:71: UserWarning: Glyph 27169 (\N{CJK UNIFIED IDEOGRAPH-6A21}) missing from font(s) DejaVu Sans. plt.tight_layout() C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:71: UserWarning: Glyph 22411 (\N{CJK UNIFIED IDEOGRAPH-578B}) missing from font(s) DejaVu Sans. plt.tight_layout() C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:71: UserWarning: Glyph 39564 (\N{CJK UNIFIED IDEOGRAPH-9A8C}) missing from font(s) DejaVu Sans. plt.tight_layout() C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:71: UserWarning: Glyph 35777 (\N{CJK UNIFIED IDEOGRAPH-8BC1}) missing from font(s) DejaVu Sans. plt.tight_layout() C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:72: UserWarning: Glyph 8226 (\N{BULLET}) missing from font(s) SimHei. plt.savefig('butane_prediction_flowchart.png', bbox_inches='tight') C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:72: UserWarning: Glyph 178 (\N{SUPERSCRIPT TWO}) missing from font(s) SimHei. plt.savefig('butane_prediction_flowchart.png', bbox_inches='tight') C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:72: UserWarning: Glyph 27969 (\N{CJK UNIFIED IDEOGRAPH-6D41}) missing from font(s) DejaVu Sans. plt.savefig('butane_prediction_flowchart.png', bbox_inches='tight') C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:72: UserWarning: Glyph 31243 (\N{CJK UNIFIED IDEOGRAPH-7A0B}) missing from font(s) DejaVu Sans. plt.savefig('butane_prediction_flowchart.png', bbox_inches='tight') C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:72: UserWarning: Glyph 38454 (\N{CJK UNIFIED IDEOGRAPH-9636}) missing from font(s) DejaVu Sans. plt.savefig('butane_prediction_flowchart.png', bbox_inches='tight') C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:72: UserWarning: Glyph 27573 (\N{CJK UNIFIED IDEOGRAPH-6BB5}) missing from font(s) DejaVu Sans. plt.savefig('butane_prediction_flowchart.png', bbox_inches='tight') C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:72: UserWarning: Glyph 35828 (\N{CJK UNIFIED IDEOGRAPH-8BF4}) missing from font(s) DejaVu Sans. plt.savefig('butane_prediction_flowchart.png', bbox_inches='tight') C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:72: UserWarning: Glyph 26126 (\N{CJK UNIFIED IDEOGRAPH-660E}) missing from font(s) DejaVu Sans. plt.savefig('butane_prediction_flowchart.png', bbox_inches='tight') C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:72: UserWarning: Glyph 25968 (\N{CJK UNIFIED IDEOGRAPH-6570}) missing from font(s) DejaVu Sans. plt.savefig('butane_prediction_flowchart.png', bbox_inches='tight') C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:72: UserWarning: Glyph 25454 (\N{CJK UNIFIED IDEOGRAPH-636E}) missing from font(s) DejaVu Sans. plt.savefig('butane_prediction_flowchart.png', bbox_inches='tight') C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:72: UserWarning: Glyph 23618 (\N{CJK UNIFIED IDEOGRAPH-5C42}) missing from font(s) DejaVu Sans. plt.savefig('butane_prediction_flowchart.png', bbox_inches='tight') C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:72: UserWarning: Glyph 39044 (\N{CJK UNIFIED IDEOGRAPH-9884}) missing from font(s) DejaVu Sans. plt.savefig('butane_prediction_flowchart.png', bbox_inches='tight') C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:72: UserWarning: Glyph 22788 (\N{CJK UNIFIED IDEOGRAPH-5904}) missing from font(s) DejaVu Sans. plt.savefig('butane_prediction_flowchart.png', bbox_inches='tight') C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:72: UserWarning: Glyph 29702 (\N{CJK UNIFIED IDEOGRAPH-7406}) missing from font(s) DejaVu Sans. plt.savefig('butane_prediction_flowchart.png', bbox_inches='tight') C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:72: UserWarning: Glyph 29305 (\N{CJK UNIFIED IDEOGRAPH-7279}) missing from font(s) DejaVu Sans. plt.savefig('butane_prediction_flowchart.png', bbox_inches='tight') C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:72: UserWarning: Glyph 24449 (\N{CJK UNIFIED IDEOGRAPH-5F81}) missing from font(s) DejaVu Sans. plt.savefig('butane_prediction_flowchart.png', bbox_inches='tight') C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:72: UserWarning: Glyph 27169 (\N{CJK UNIFIED IDEOGRAPH-6A21}) missing from font(s) DejaVu Sans. plt.savefig('butane_prediction_flowchart.png', bbox_inches='tight') C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:72: UserWarning: Glyph 22411 (\N{CJK UNIFIED IDEOGRAPH-578B}) missing from font(s) DejaVu Sans. plt.savefig('butane_prediction_flowchart.png', bbox_inches='tight') C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:72: UserWarning: Glyph 39564 (\N{CJK UNIFIED IDEOGRAPH-9A8C}) missing from font(s) DejaVu Sans. plt.savefig('butane_prediction_flowchart.png', bbox_inches='tight') C:\Users\86183\Desktop\新建文件夹 (2)\pythonProject\debutanizer_1.py:72: UserWarning: Glyph 35777 (\N{CJK UNIFIED IDEOGRAPH-8BC1}) missing from font(s) DejaVu Sans. plt.savefig('butane_prediction_flowchart.png', bbox_inches='tight') C:\Users\86183\AppData\Local\Programs\Python\Python312\Lib\tkinter\__init__.py:862: UserWarning: Glyph 8226 (\N{BULLET}) missing from font(s) SimHei. func(*args) C:\Users\86183\AppData\Local\Programs\Python\Python312\Lib\tkinter\__init__.py:862: UserWarning: Glyph 178 (\N{SUPERSCRIPT TWO}) missing from font(s) SimHei. func(*args) C:\Users\86183\AppData\Local\Programs\Python\Python312\Lib\tkinter\__init__.py:862: UserWarning: Glyph 27969 (\N{CJK UNIFIED IDEOGRAPH-6D41}) missing from font(s) DejaVu Sans. func(*args) C:\Users\86183\AppData\Local\Programs\Python\Python312\Lib\tkinter\__init__.py:862: UserWarning: Glyph 31243 (\N{CJK UNIFIED IDEOGRAPH-7A0B}) missing from font(s) DejaVu Sans. func(*args) C:\Users\86183\AppData\Local\Programs\Python\Python312\Lib\tkinter\__init__.py:862: UserWarning: Glyph 38454 (\N{CJK UNIFIED IDEOGRAPH-9636}) missing from font(s) DejaVu Sans. func(*args) C:\Users\86183\AppData\Local\Programs\Python\Python312\Lib\tkinter\__init__.py:862: UserWarning: Glyph 27573 (\N{CJK UNIFIED IDEOGRAPH-6BB5}) missing from font(s) DejaVu Sans. func(*args) C:\Users\86183\AppData\Local\Programs\Python\Python312\Lib\tkinter\__init__.py:862: UserWarning: Glyph 35828 (\N{CJK UNIFIED IDEOGRAPH-8BF4}) missing from font(s) DejaVu Sans. func(*args) C:\Users\86183\AppData\Local\Programs\Python\Python312\Lib\tkinter\__init__.py:862: UserWarning: Glyph 26126 (\N{CJK UNIFIED IDEOGRAPH-660E}) missing from font(s) DejaVu Sans. func(*args) C:\Users\86183\AppData\Local\Programs\Python\Python312\Lib\tkinter\__init__.py:862: UserWarning: Glyph 25968 (\N{CJK UNIFIED IDEOGRAPH-6570}) missing from font(s) DejaVu Sans. func(*args) C:\Users\86183\AppData\Local\Programs\Python\Python312\Lib\tkinter\__init__.py:862: UserWarning: Glyph 25454 (\N{CJK UNIFIED IDEOGRAPH-636E}) missing from font(s) DejaVu Sans. func(*args) C:\Users\86183\AppData\Local\Programs\Python\Python312\Lib\tkinter\__init__.py:862: UserWarning: Glyph 23618 (\N{CJK UNIFIED IDEOGRAPH-5C42}) missing from font(s) DejaVu Sans. func(*args) C:\Users\86183\AppData\Local\Programs\Python\Python312\Lib\tkinter\__init__.py:862: UserWarning: Glyph 39044 (\N{CJK UNIFIED IDEOGRAPH-9884}) missing from font(s) DejaVu Sans. func(*args) C:\Users\86183\AppData\Local\Programs\Python\Python312\Lib\tkinter\__init__.py:862: UserWarning: Glyph 22788 (\N{CJK UNIFIED IDEOGRAPH-5904}) missing from font(s) DejaVu Sans. func(*args) C:\Users\86183\AppData\Local\Programs\Python\Python312\Lib\tkinter\__init__.py:862: UserWarning: Glyph 29702 (\N{CJK UNIFIED IDEOGRAPH-7406}) missing from font(s) DejaVu Sans. func(*args) C:\Users\86183\AppData\Local\Programs\Python\Python312\Lib\tkinter\__init__.py:862: UserWarning: Glyph 29305 (\N{CJK UNIFIED IDEOGRAPH-7279}) missing from font(s) DejaVu Sans. func(*args) C:\Users\86183\AppData\Local\Programs\Python\Python312\Lib\tkinter\__init__.py:862: UserWarning: Glyph 24449 (\N{CJK UNIFIED IDEOGRAPH-5F81}) missing from font(s) DejaVu Sans. func(*args) C:\Users\86183\AppData\Local\Programs\Python\Python312\Lib\tkinter\__init__.py:862: UserWarning: Glyph 27169 (\N{CJK UNIFIED IDEOGRAPH-6A21}) missing from font(s) DejaVu Sans. func(*args) C:\Users\86183\AppData\Local\Programs\Python\Python312\Lib\tkinter\__init__.py:862: UserWarning: Glyph 22411 (\N{CJK UNIFIED IDEOGRAPH-578B}) missing from font(s) DejaVu Sans. func(*args) C:\Users\86183\AppData\Local\Programs\Python\Python312\Lib\tkinter\__init__.py:862: UserWarning: Glyph 39564 (\N{CJK UNIFIED IDEOGRAPH-9A8C}) missing from font(s) DejaVu Sans. func(*args) C:\Users\86183\AppData\Local\Programs\Python\Python312\Lib\tkinter\__init__.py:862: UserWarning: Glyph 35777 (\N{CJK UNIFIED IDEOGRAPH-8BC1}) missing from font(s) DejaVu Sans. func(*args) Process finished with exit code 0
05-13
Code 分享 Notebook 保存成功 Python 3 (ipykernel) import os import numpy as np import pandas as pd import matplotlib.pyplot as plt from sklearn.preprocessing import MinMaxScaler from tensorflow.keras import layers,losses,optimizers, Sequential from tensorflow.keras.layers import InputLayer, Dense, LSTM, Dropout from tensorflow.keras.models import load_model from tensorflow.keras import Model 0秒 + Code + Markdown stock_data = pd.read_csv('IBM_stock_data.csv') 0秒 + Code + Markdown stock_data.head() 0秒 date Open High Low Close Volume Price Change % 0 1999/11/1 98.50 98.81 96.37 96.75 9551800 0.000000 1 1999/11/2 96.75 96.81 93.69 94.81 11105400 -2.005168 2 1999/11/3 95.87 95.94 93.50 94.37 10369100 -0.464086 3 1999/11/4 94.44 94.44 90.00 91.56 16697600 -2.977641 4 1999/11/5 92.75 92.94 90.19 90.25 13737600 -1.430756 + Code + Markdown scaler = MinMaxScaler(feature_range=(0, 1)) scaled_data = scaler.fit_transform(stock_data['Close'].values.reshape(-1, 1)) 0秒 + Code + Markdown scaled_data[0] 0秒 array([0.23131139]) + Code + Markdown len(scaled_data) 0秒 6293 + Code + Markdown training_data_len = int(np.ceil(len(scaled_data) * 0.8)) #向上取整 0秒 + Code + Markdown train_data = scaled_data[0:training_data_len] X_train, y_train = [], [] time_step = 10 # 时间窗口,模型基于前10个时间步长进行预测。可以尝试不同长度(如20、30)并观察效果变化。 0秒 + Code + Markdown for i in range(len(train_data) - time_step - 1): X_train.append(train_data[i:(i + time_step), 0]) y_train.append(train_data[i + time_step, 0]) 0秒 + Code + Markdown X_train, y_train = np.array(X_train), np.array(y_train) X_train = X_train.reshape(X_train.shape[0], X_train.shape[1], 1) 0秒 + Code + Markdown X_train.shape 0秒 (5024, 10, 1) + Code + Markdown X_test, y_test = [], [] test_data = scaled_data[training_data_len - time_step:] ​ for i in range(len(test_data) - time_step): X_test.append(test_data[i:(i + time_step), 0]) y_test.append(test_data[i + time_step, 0]) ​ X_test, y_test = np.array(X_test), np.array(y_test) X_test = X_test.reshape(X_test.shape[0], X_test.shape[1], 1) 0秒 + Code + Markdown model = Sequential() model.add(InputLayer(input_shape=(X_train.shape[1], 1))) model.add(LSTM(units=64, return_sequences=True)) # 调整Dropout: 当前设置为0.3,可以尝试在不同的层上使用不同的Dropout值,例如0.2~0.5之间。Dropout的作用是防止过拟合。 model.add(Dropout(0.3)) model.add(LSTM(units=64, return_sequences=True)) model.add(Dropout(0.3)) model.add(LSTM(units=32)) model.add(Dropout(0.2)) # 增加回归层: 如果希望更高的拟合精度,可以添加多个Dense层,例如在输出前再增加一层Dense。 model.add(Dense(units=1)) 3秒 2025-06-21 16:21:14.205566: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory 2025-06-21 16:21:14.205665: W tensorflow/stream_executor/cuda/cuda_driver.cc:269] failed call to cuInit: UNKNOWN ERROR (303) 2025-06-21 16:21:14.205686: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (dsw-1161427-779497c87d-j6j54): /proc/driver/nvidia/version does not exist 2025-06-21 16:21:14.206190: I tensorflow/core/platform/cpu_feature_guard.cc:151] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 AVX512F FMA To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. + Code + Markdown def MyRNN(): model = Sequential([ layers.InputLayer(input_shape=(X_train.shape[1],1)), layers.SimpleRNN(units=64, dropout=0.5, return_sequences=True, unroll=True), layers.SimpleRNN(units=64, dropout=0.5, unroll=True), layers.Dense(1)] ) return model 0秒 + Code + Markdown model = MyRNN() model.compile(optimizer='adam', loss='mean_squared_error') 0秒 + Code + Markdown history = model.fit( X_train, y_train, epochs=2, # 批大小(batch_size): 尝试不同的batch_size,例如16、32、64,以找到训练稳定性和准确性之间的平衡 batch_size=32, #callbacks=[early_stopping, lr_scheduler] ) 12秒 Epoch 1/2 WARNING:tensorflow:AutoGraph could not transform <function Model.make_train_function.<locals>.train_function at 0x7f02c8692040> and will run it as-is. Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: module 'gast' has no attribute 'Constant' To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert WARNING: AutoGraph could not transform <function Model.make_train_function.<locals>.train_function at 0x7f02c8692040> and will run it as-is. Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: module 'gast' has no attribute 'Constant' To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert 157/157 [==============================] - 9s 20ms/step - loss: 0.0396 Epoch 2/2 157/157 [==============================] - 3s 21ms/step - loss: 0.0266 + Code + Markdown model.save('my_model.keras') 0秒 + Code + Markdown train_loss = model.evaluate(X_train, y_train, verbose=0) test_loss = model.evaluate(X_test, y_test, verbose=0) 5秒 WARNING:tensorflow:AutoGraph could not transform <function Model.make_test_function.<locals>.test_function at 0x7f02cc2b5dc0> and will run it as-is. Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: module 'gast' has no attribute 'Constant' To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert WARNING: AutoGraph could not transform <function Model.make_test_function.<locals>.test_function at 0x7f02cc2b5dc0> and will run it as-is. Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: module 'gast' has no attribute 'Constant' To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert + Code + Markdown # 训练集上计算的损失值,数值越小表示模型在训练数据上的拟合效果越好 print(f"Training Loss: {train_loss:.4f}") # 测试集上计算的损失值,反映了模型在未见过的数据上的表现。测试损失略高于训练损失,但差距不大,说明模型在新数据上的表现依然良好。 print(f"Testing Loss: {test_loss:.4f}") 0秒 Training Loss: 0.0412 Testing Loss: 0.0480 + Code + Markdown model = load_model('my_model.keras') predictions = model.predict(X_test) predictions = scaler.inverse_transform(predictions) # 反归一化预测值 2秒 WARNING:tensorflow:AutoGraph could not transform <function Model.make_predict_function.<locals>.predict_function at 0x7f0276f14040> and will run it as-is. Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: module 'gast' has no attribute 'Constant' To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert WARNING: AutoGraph could not transform <function Model.make_predict_function.<locals>.predict_function at 0x7f0276f14040> and will run it as-is. Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: module 'gast' has no attribute 'Constant' To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert + Code + Markdown import matplotlib.pyplot as plt plt.rcParams['font.sans-serif'] = ['SimHei'] # 设置中文字体为黑体 plt.rcParams['axes.unicode_minus'] = False # 正确显示负号 0秒 + Code + Markdown %matplotlib inline 0秒 + Code + Markdown Code train = stock_data[:training_data_len] valid = stock_data[training_data_len:] valid.loc[:, 'Predictions'] = predictions ​ ​ # 绘制图像 plt.figure(figsize=(14, 5)) plt.title('股票价格预测', fontsize=20) # 图表标题改为中文 plt.xlabel('日期', fontsize=14) # X 轴标签改为中文 plt.ylabel('收盘价', fontsize=14) # Y 轴标签改为中文 plt.plot(train['date'], train['Close'], label='训练数据', color='blue') # 训练数据标签改为中文 plt.plot(valid['date'], valid['Close'], label='真实价格', color='green') # 真实价格标签改为中文 plt.plot(valid['date'], valid['Predictions'], label='预测价格', color='red') # 预测价格标签改为中文 plt.legend() # 添加图例 # 添加保存图像的代码 plt.savefig('stock_price_predictions.png') # 保存图像 plt.show() ​ # 计算和输出评估指标 rmse = np.sqrt(np.mean(np.square(predictions - y_test))) mae = np.mean(np.abs(predictions - y_test)) print(f'均方根误差 (RMSE): {rmse}, 平均绝对误差 (MAE): {mae}') # 输出信息改为中文 4分钟58秒 /opt/conda/lib/python3.8/site-packages/pandas/core/indexing.py:1667: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy self.obj[key] = value findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans. findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei /tmp/ipykernel_18835/4137420046.py:16: UserWarning: Glyph 32929 (\N{CJK UNIFIED IDEOGRAPH-80A1}) missing from current font. plt.savefig('stock_price_predictions.png') # 保存图像 /tmp/ipykernel_18835/4137420046.py:16: UserWarning: Glyph 31080 (\N{CJK UNIFIED IDEOGRAPH-7968}) missing from current font. plt.savefig('stock_price_predictions.png') # 保存图像 /tmp/ipykernel_18835/4137420046.py:16: UserWarning: Glyph 20215 (\N{CJK UNIFIED IDEOGRAPH-4EF7}) missing from current font. plt.savefig('stock_price_predictions.png') # 保存图像 /tmp/ipykernel_18835/4137420046.py:16: UserWarning: Glyph 26684 (\N{CJK UNIFIED IDEOGRAPH-683C}) missing from current font. plt.savefig('stock_price_predictions.png') # 保存图像 /tmp/ipykernel_18835/4137420046.py:16: UserWarning: Glyph 39044 (\N{CJK UNIFIED IDEOGRAPH-9884}) missing from current font. plt.savefig('stock_price_predictions.png') # 保存图像 /tmp/ipykernel_18835/4137420046.py:16: UserWarning: Glyph 27979 (\N{CJK UNIFIED IDEOGRAPH-6D4B}) missing from current font. plt.savefig('stock_price_predictions.png') # 保存图像 findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans. findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans. findfont: Generic family 'sans-serif' not found because none of the following families were found: SimHei /tmp/ipykernel_18835/4137420046.py:16: UserWarning: Glyph 26085 (\N{CJK UNIFIED IDEOGRAPH-65E5}) missing from current font. plt.savefig('stock_price_predictions.png') # 保存图像 /tmp/ipykernel_18835/4137420046.py:16: UserWarning: Glyph 26399 (\N{CJK UNIFIED IDEOGRAPH-671F}) missing from current font. plt.savefig('stock_price_predictions.png') # 保存图像 /tmp/ipykernel_18835/4137420046.py:16: UserWarning: Glyph 25910 (\N{CJK UNIFIED IDEOGRAPH-6536}) missing from current font. plt.savefig('stock_price_predictions.png') # 保存图像 /tmp/ipykernel_18835/4137420046.py:16: UserWarning: Glyph 30424 (\N{CJK UNIFIED IDEOGRAPH-76D8}) missing from current font. plt.savefig('stock_price_predictions.png') # 保存图像 /tmp/ipykernel_18835/4137420046.py:16: UserWarning: Glyph 35757 (\N{CJK UNIFIED IDEOGRAPH-8BAD}) missing from current font. plt.savefig('stock_price_predictions.png') # 保存图像 /tmp/ipykernel_18835/4137420046.py:16: UserWarning: Glyph 32451 (\N{CJK UNIFIED IDEOGRAPH-7EC3}) missing from current font. plt.savefig('stock_price_predictions.png') # 保存图像 /tmp/ipykernel_18835/4137420046.py:16: UserWarning: Glyph 25968 (\N{CJK UNIFIED IDEOGRAPH-6570}) missing from current font. plt.savefig('stock_price_predictions.png') # 保存图像 /tmp/ipykernel_18835/4137420046.py:16: UserWarning: Glyph 25454 (\N{CJK UNIFIED IDEOGRAPH-636E}) missing from current font. plt.savefig('stock_price_predictions.png') # 保存图像 /tmp/ipykernel_18835/4137420046.py:16: UserWarning: Glyph 30495 (\N{CJK UNIFIED IDEOGRAPH-771F}) missing from current font. plt.savefig('stock_price_predictions.png') # 保存图像 /tmp/ipykernel_18835/4137420046.py:16: UserWarning: Glyph 23454 (\N{CJK UNIFIED IDEOGRAPH-5B9E}) missing from current font. plt.savefig('stock_price_predictions.png') # 保存图像 /opt/conda/lib/python3.8/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 26085 (\N{CJK UNIFIED IDEOGRAPH-65E5}) missing from current font. fig.canvas.print_figure(bytes_io, **kw) /opt/conda/lib/python3.8/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 26399 (\N{CJK UNIFIED IDEOGRAPH-671F}) missing from current font. fig.canvas.print_figure(bytes_io, **kw) /opt/conda/lib/python3.8/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 25910 (\N{CJK UNIFIED IDEOGRAPH-6536}) missing from current font. fig.canvas.print_figure(bytes_io, **kw) /opt/conda/lib/python3.8/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 30424 (\N{CJK UNIFIED IDEOGRAPH-76D8}) missing from current font. fig.canvas.print_figure(bytes_io, **kw) /opt/conda/lib/python3.8/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 20215 (\N{CJK UNIFIED IDEOGRAPH-4EF7}) missing from current font. fig.canvas.print_figure(bytes_io, **kw) /opt/conda/lib/python3.8/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 32929 (\N{CJK UNIFIED IDEOGRAPH-80A1}) missing from current font. fig.canvas.print_figure(bytes_io, **kw) /opt/conda/lib/python3.8/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 31080 (\N{CJK UNIFIED IDEOGRAPH-7968}) missing from current font. fig.canvas.print_figure(bytes_io, **kw) /opt/conda/lib/python3.8/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 26684 (\N{CJK UNIFIED IDEOGRAPH-683C}) missing from current font. fig.canvas.print_figure(bytes_io, **kw) /opt/conda/lib/python3.8/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 39044 (\N{CJK UNIFIED IDEOGRAPH-9884}) missing from current font. fig.canvas.print_figure(bytes_io, **kw) /opt/conda/lib/python3.8/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 27979 (\N{CJK UNIFIED IDEOGRAPH-6D4B}) missing from current font. fig.canvas.print_figure(bytes_io, **kw) /opt/conda/lib/python3.8/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 35757 (\N{CJK UNIFIED IDEOGRAPH-8BAD}) missing from current font. fig.canvas.print_figure(bytes_io, **kw) /opt/conda/lib/python3.8/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 32451 (\N{CJK UNIFIED IDEOGRAPH-7EC3}) missing from current font. fig.canvas.print_figure(bytes_io, **kw) /opt/conda/lib/python3.8/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 25968 (\N{CJK UNIFIED IDEOGRAPH-6570}) missing from current font. fig.canvas.print_figure(bytes_io, **kw) /opt/conda/lib/python3.8/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 25454 (\N{CJK UNIFIED IDEOGRAPH-636E}) missing from current font. fig.canvas.print_figure(bytes_io, **kw) /opt/conda/lib/python3.8/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 30495 (\N{CJK UNIFIED IDEOGRAPH-771F}) missing from current font. fig.canvas.print_figure(bytes_io, **kw) /opt/conda/lib/python3.8/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 23454 (\N{CJK UNIFIED IDEOGRAPH-5B9E}) missing from current font. fig.canvas.print_figure(bytes_io, **kw) 均方根误差 (RMSE): 105.03158114646604, 平均绝对误差 (MAE): 104.21013102460681误差好大,还有中文显示不成功
06-22
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