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lionforrests/fastbook

The fastai book, published as Jupyter Notebooks

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lionforrests/CS231n-2020-spring-assignment-solution

solution for CS231n 2020 spring assignment

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lionforrests/Learning-from-data

记录Learning from data一书中的习题解答

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lionforrests/machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

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lionforrests/cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

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lionforrests/Machine-Learning-Session

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lionforrests/Data-Assimilation-for-Ocean-Current-Forecasts

Postdoctoral project on construction of an EnOI (Ensemble Optimal Interpolation) data assimilation model for ocean current forecasts

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lionforrests/liam

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lionforrests/ML_Notes

机器学习算法的公式推导以及numpy实现

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lionforrests/meteoai

The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.

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lionforrests/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）

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lionforrests/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

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lionforrests/youtube-dl

Command-line program to download videos from YouTube.com and other video sites