Sakura-gh/ML-notes
Sakura-gh/ML-notes has 3,281 GitHub stars and 885 forks. GitHot measured 0 stars in 24 hours. Last checked 2026-11-07 17:54 UTC. Last push 2021-11-22.
notes about machine learning
Measured star growth
- in 24h
- 0
- in 7 days
- Collecting history
- in 15 days
- Collecting history
- in 1 month
- Collecting history
Net star changes over overlapping periods, not daily totals. Missing measurements are left blank. Stars measure attention, not software quality.
README.md
OriginalML-notes
notes about machine learning
很喜欢一句话:应用之道,存乎一心,与大家共勉
ps:如果我的笔记对你有帮助,给个star叭!查看机器学习笔记的PDF订阅版(301页)以及更多计算机相关笔记,欢迎大家关注微信公众号"Sakura的知识库"~

ML-Assignments
ML配套Assignments (ppt+code):https://github.com/Sakura-gh/ML-assignments
内容包括:Regression, Classification, CNN, RNN, Explainable AI, Adversarial Attack, Network Compression, Seq2Seq, GAN, Transfer Learning, Meta Learning, Life-long Learning, Reforcement Learning.
pages
the github page is: https://Sakura-gh.github.io/ML-notes
you can also visit gitee page for quicker Internet in China: https://Sakura-gh.gitee.io/ml-notes
html链接:
4_Where does the error come from
11_Convolutional Neural Network part1
12_Convolutional Neural Network part2
16_Unsupervised Learning Introduction
17_Unsupervised Learning PCA part1
18_Unsupervised Learning PCA part2
20_Unsupervised Learning Word Embedding
21_Unsupervised Learning Neighbor Embedding
22_Unsupervised Learning Deep Auto-encoder
23_Unsupervised Learning Generation
26_Recurrent Neural Network part1
27_Recurrent Neural Network part2
csdn博客链接:
梯度下降代码举例:Gradient Descent Demo(Adagrad)
代码链接:
Gradient Descent Demo(Adagrad)
LICENSE:
GPL-2.0
温馨提示:
图片加载可能会有些许缓慢,请耐心等待\(^o^)/
赞赏作者:
如果读后有收获,请作者喝杯咖啡吧,您的支持就是我最大的更新动力~

PDF订阅版:
关注公众号“Sakura的知识库”可订阅:

ML GPU:
Explore related projects
tensorflow/tensorflow
An Open Source Machine Learning Framework for Everyone
201,367 starshuggingface/transformers
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
168,609 starsAUTOMATIC1111/stable-diffusion-webui
Stable Diffusion web UI
165,245 starsComfy-Org/ComfyUI
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. The fastest local inference engine in the world.
145,470 stars