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automl_survey

autosmart

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

awesome-machine-learning-interpretability

A curated list of awesome machine learning interpretability resources.

bap

Bayesian Analysis with Python

bayesian-analysis-with-python

《用Python做贝叶斯分析》

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

ccks2019_el

CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案

cdcs

Chinese Data Competitions' Solutions

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deeplearning-models

A collection of various deep learning architectures, models, and tips

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

finch

Deep Learning Models I have Implemented (mainly tensorflow, sometimes pytorch / mxnet)

hello-world

Just for test

learning-from-data

记录Learning from data一书中的习题解答

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

libpku

贵校课程资料民间整理

machine-learning

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1500+页)和视频链接

ml-from-scratch

Bare bones Python implementations of Machine Learning models and algorithms. Aims to cover everything from Data Mining techniques to Deep Learning.

natural-language-processing

nlp-beginner

NLP上手教程

nlp-competitions-list-review

复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！

nlp-models-tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

numpy-ml

Machine learning, in numpy

o2o-coupon-usage-forecast

1st Place Solution for O2O Coupon Usage Forecast

opencv-machine-learning

Machine Learning for OpenCV: A practical introduction to the world of machine learning using OpenCV and Python