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probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

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

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

python

All Algorithms implemented in Python

python-api-tesing

python中文库-python人工智能大数据自动化接口测试开发。 书籍下载及python库汇总https://china-testing.github.io/

python-cheatsheet

Comprehensive Python Cheatsheet

python-data-science-cheatsheet

Python数据科学速查表

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

quantaxis

QUANTAXIS 量化金融框架 Quantitative Financial Framework 中小型策略团队解决方案

quantstrat

r-tutor

R语言学习资料

r_for_quantitative_finance

research_public

Quantitative research and educational materials

ria2

Source code for R in Action, Second Edition

rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

rqalpha

A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities

seeing-theory

A visual introduction to probability and statistics.

sonnet

TensorFlow-based neural network library

spyder

Official repository for Spyder - The Scientific PYthon Development EnviRonment

strategy

掘金策略集锦

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-1

Tensorflow相关教程

tensorflow-101

TensorFlow Tutorials

tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

tensorflow-and-deeplearning-tutorial

TensorFlow & Deep Learning Tutorial