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100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

chainer-chemistry

Chainer Chemistry: A Library for Deep Learning in Biology and Chemistry

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

coding-interview-university

A complete computer science study plan to become a software engineer.

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

dawp

Derivatives Analytics with Python (Wiley Finance)

deeplearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，近30万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearninginfinance

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

graph-neural-networks

Graph Neural Networks for Quantum Chemistry

graph_nets

Build Graph Nets in Tensorflow

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hands-on-machine-learning-for-algorithmic-trading

Hands-On Machine Learning for Algorithmic Trading, published by Packt

hands_on_ml_with_sklearn_and_tf

OReilly Hands On Machine Learning with Scikit Learn and TensorFlow (Sklearn与TensorFlow机器学习实用指南)

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

lihang-code

《统计学习方法》的代码实现

machine_learning_beginner

机器学习初学者公众号作品

machinelearning

Basic Machine Learning and Deep Learning

missingno

Missing data visualization module for Python.

mpnn

Open source implementation of "Neural Message Passing for Quantum Chemistry"

numpy-100

100 numpy exercises (with solutions)

oucml

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

project

python

All Algorithms implemented in Python

python_data_structures_and_algorithms

Python 中文数据结构和算法教程

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks