哈佛公开课《Positive Psychology 1504》学习笔记 - Why Positive Psychology

本文是关于哈佛公开课《Positive Psychology》的学习笔记,强调关注积极面的重要性。积极心理学不仅涉及如何克服困难,还在于培养个人优势和幸福感,通过提问积极的问题、欣赏美好、采取主动行动来提升生活质量。预防心理问题的最佳方式是培养个人能力,识别和追求生命的意义。

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1   Introduction: Why Positive Psychology

1.1   Why Positive Psychology

1.     The importance of focusing onwhat works

If we focus onwhat is working, we'll have more working in our world, more working inourselves, more working in our relationships.

2.      Happiness is not the negation ofunhappiness

Being happy is not justthe negation of happiness. It doesn't mean just get rid of depression oranxiety that I am experiencing, I spontaneously become happy.

3.     Prevention through cultivatingcapacity

Prevention which isvery important today, the most effective way of preventing hardship, -- whetherit's depression, whether it's anxiety, -- is actually by focusing on andcultivating the positive

1.2  The importance of focusing on what works

1.2.1   Resilience

1.2.1.1  NOTES

4.     Optimistic

They wereoptimistic in the sense of thinking, "well, it may not work well thistime. It will work out later. I have learned from what had just happened."

5.      Faith and sense of meaning in life

It was doingsomething that they really believed in.

6.     Pro-socialbehaviour

And we enter anupward spiral between self-help and other-help. Because when we help others, weare helping ourselves. When we help ourselves, we help others.

7.     Focus on strengths

What am I good at? Whatam I really, really good at?

8.     Set goals

They werefuture-oriented, not just thinking about how bad things are today perhaps, butalso thinking about "this is where I wanna be 5 years or 10 years fromnow."

9.     A Role model

I want to be like her; I want to be like him.

10.  Social support

They had socialsupport. They did not say : "well I am tough enough to do it bymyself." Rather they said: "I'm tough enough to reach out forhelp."

The strength toadmit weaknesses as well, the strength to admit a need.

Now theimportant thing about social support is identifying the right people. Peoplewho, when you reach out to them, will reach back to you and will be able togive back.

1.2.1.2   Thinking
### 心理学数据集 Distill Psychology-10K-R1 的概述 Distill Psychology-10K-R1 是一个专注于心理学领域的大规模数据集,其设计目标是为了支持心理健康研究以及自然语言处理模型在心理分析中的应用。该数据集包含了约 10,000 条经过精心筛选的心理健康相关对话记录[^1]。 以下是关于此数据集的一些重要细节: #### 数据集路径与配置 在给定的 `config.py` 文件中,数据集的位置被定义如下: ```python DATASET_PATH = os.path.expanduser("/home/idal-01/wxc/deepseek/health_dataset/distill_psychology-10k-r1.json") ``` 这表明数据存储在一个 JSON 文件中,具体位置为 `/home/idal-01/wxc/deepseek/health_dataset/` 下的 `distill_psychology-10k-r1.json` 文件。 #### 训练配置 训练过程中使用的模型名称及其参数通过以下字典指定: ```python TRAIN_CONFIG = { "model_name": "/home/idal-01/wxc/deepseek/deepseek_1.5B" } ``` 这里指定了用于加载预训练权重的基础模型路径,即 DeepSeek 提供的一个具有 1.5B 参数的语言模型。 #### 数据集特点 Distill Psychology-10K-R1 主要具备以下几个特性: - **高质量标注**:每条记录均经过专业人士审核并标记,确保数据质量。 - **多样化场景覆盖**:涵盖了多种心理健康主题,包括焦虑、抑郁和其他常见情绪障碍。 - **隐私保护措施**:所有个人敏感信息均已脱敏处理,符合伦理标准和法律要求。 #### 使用建议 为了充分利用这一数据集,在实际项目开发前应仔细阅读官方文档说明,并确认本地环境满足相应依赖条件。此外还需注意遵循版权协议规定合理合法地利用这些资源。
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