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Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Implementation of 33th in Kaggle Competition - Quora Pairs
精选了6K+项目，包括机器学习、深度学习、NLP、GNN、推荐系统、生物医药、机器视觉、前后端开发等内容。Selected more than 6000 projects, including machine learning, deep learning, NLP, GNN, recommendation system, biomedicine, machine vision, etc. …
精选机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理。算法大牛笔记汇总
deep learning for image processing including classification and object-detection etc.
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
深度学习入门教程, 优秀文章, Deep Learning Tutorial