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Jiayi Yi's Projects

computer-science icon computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

machine-learning-notes icon 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

machinelearning_zhouzhihua_problemsets icon machinelearning_zhouzhihua_problemsets

Exercises answers to the book "machine-learning" written by Zhou Zhihua。周志华《机器学习》课后习题,个人解答。各算法都拿numpy和pandas实现了一遍

ml_notes icon ml_notes

机器学习算法的公式推导以及numpy实现

paddlehub icon paddlehub

Awesome pre-trained models toolkit based on PaddlePaddle.(180+ models including CV, NLP, Audio and Video with Easy Inference & Serving deployment)

prml icon prml

PRML algorithms implemented in Python

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