Chae_-优快云博客

Today, I summarize the details of the problems I encountered through the NLP experiments I did before. Although it is a small detail, it will determine whether the experiment can go on or not, so it is very important for us. 🏫

2022-12-07 22:49:50 746 2

原创 [NLP] Sentiment classification using LSTMs and torchtext

Today I want to use LSTM to do sentiment classification on the IMDB dataset. 😇

2022-12-06 23:10:09 311

原创 [NLP] Description and implementation of LSTM neural network.

Today I intend to move from an intuitive understanding of LSTM to its implementation with PyTorch, and I believe readers can get substantial help through this blog.

2022-12-04 19:30:12 528

原创 [NN] What is Gradient exploding & Gradient vanishing? and how to solve it?

Gradient exploding and vanishing!

2022-12-03 21:02:29 403 2

原创 [NLP] Teach RNN to output ‘ihello‘ when ‘hihell‘ is entered.

[NLP] Teach RNN to output 'ihello' when 'hihell' is entered.

2022-12-01 23:28:51 421

原创 [NLP] Predicting trigonometric functions with RNNs

RNNs are neural networks being affected by h(t-1) and x(t).

2022-12-01 00:51:16 583

原创 [CV] How to Develop a CNN From Scratch for CIFAR-10 Photo Classification in PyTorch?

(Computer Vision) How to Develop a CNN From Scratch for CIFAR-10 Photo Classification in PyTorch?

2022-11-26 23:00:18 575

原创 [PyTorch] The confusion of the parameter “dim” in PyTorch. ‍

The confusion of the parameter “dim” in Pytorch. 😮‍💨。

2022-11-21 18:59:44 440

原创 [PyTorch] How can I reduce the memory processing large dataset(Array, Tensor, etc.) in PyTorch?

How can I reduce the memory processing large dataset(Array, Tensor, etc.) in PyTorch?

2022-11-20 19:00:55 391

原创 [CV] Read the “ImageNet Classification with Deep Convolutional Neural Networks“ paper. （计算机视觉经典论文01）

AlexNet（计算机视觉经典论文）

2022-11-15 19:43:24 704 2

原创 [Paper] How to read a paper efficiently?（如何高效的阅读论文？）

How to read papers efficiently? （如何高效的读论文？）

2022-11-15 16:47:18 450

原创 [PyTorch] 使用PyTorch求解函数的偏微分

使用PyTorch求解函数的偏微分

2022-01-11 14:28:57 1378

原创 [Python] 信息论：计算机自信息，信息熵，对比中文和英文信息熵。

#1. 编写自信息量计算的函数（可以使用任意编程语言）#2. 编写计算信息熵的函数(要求：其中的自信息量的计算要调用前面定义的函数#3.读取英文文本文件的内容，统计文本中每个字符出现的频率，做为无记忆信源一的输出概率分布并保存#4.读取中文文本文件的内容，统计文本中每个字符出现的频率，做为无记忆信源二的输出概率分布并保存.

2021-11-19 09:57:08 3476

Chae's Blog

原创 My blog has been migrated to GitHub.

原创 [ML] 基于SVM的传统ML方法完成情感分析任务（包含所有数据集，从0开始构建，可放心食用！）

原创 [NN] 多分类问题：基于PyTorch的多层神经网络完成iris数据集训练和测试

原创 [Algorithm] 哥德巴赫猜想的验证（使用Python从0开始实现）

原创 [Algorithm] 科学家的h-index的理解与算法实现（Python）

原创 [Algorithm] NPC问题 --- 集合覆盖问题

原创 [Spring] 2. SpringBean的配置详解

原创 [Spring] 1. 什么是BeanFactory和ApplicationContext？之间的关系是什么？

原创 [NLP] Transformer，使用PyTorch从0开始实现整体框架

原创 [OpenCV] 在DataSpell (PyCharm)使用CV2的时候“代码不提示 + 看不了源码”的解决方案

原创 [Java] JDBC的使用方法，“仅需无脑复制，即可链接MySQL” (最易方法 & 优化方法)

原创 [Algorithm] How should we think about recursion? (Contains two algorithm questions)

原创 [RL] The Study note of Reinforcement Learning.

原创 [Java] String类型的超长数字的操作思想

原创 [English] (1) on, off, in, out, at 介词的深度理解

原创 [Java] 员工管理系统

原创 [NLP] Summary of the input details of embedding layer, LSTM layer.