Chen Chunhan's repositories
Audio2Text
An audio-to-text tool based on Google API.
BilibiliPopular
Update: 2023-11-07 Tue. | Version: 1.0
Foundations_for_Analytics_with_Python
Analytics with Python
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
beginners-pytorch-deep-learning
Repository for scripts and notebooks from the book: Programming PyTorch for Deep Learning
CCH21.github.io
Blog based on GitHub and Hexo
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
eBooks
eBook分享大集合:主要以IT领域经典书籍收藏,以备不时之需。
IT_book
本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍,没准你想找的书就在这里呢,包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列(常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习,深度学习等等),大数据系列(Spark,Hadoop,Scala,kafka等),程序员必修系列(C、C++、java、数据结构、linux,设计模式、数据库等等)
ituring_books
图灵程序设计丛书分享
Machine-learning-learning-notes
周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!
MachineLearning
Basic Machine Learning and Deep Learning
ML_learning
机器学习相关练手项目
pumpkin-book
《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book
Python
Python code
PyTorch-From-Zero-To-One
PyTorch从入门到精通
pytorchupandrunning
Code for Programming PyTorch for Deep Learning