rachelchang01 Goto Github PK

100_days_of_ml_code

These are the instructions for "100 Days of ML Code" By Siraj Raval on Youtube

backtrader

Python Backtesting library for trading strategies

barra-multiple-factor-risk-model

Barra-Multiple-factor-risk-model

competition-baseline

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

dive_into_deep_learning

✔️李沐 【动手学深度学习】课程学习笔记：使用pycharm编程，基于pytorch框架实现。

easy-rl

强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/

fun-rec

推荐系统中文教程

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

learngit

教程→ http://t.cn/zQ6LFwE 赞助→ http://t.cn/R5bhVpf 推送请使用UTF-8编码

leetcode

Programming

leetcode-go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

light_drtc

This is a light distributed real time computing framework. It can help you quickly setup a your-self defined distributed real time computing platform.

lihang_algorithms

用python和sklearn两种方法实现李航《统计学习方法》中的算法

machine-learning-toy-code

《机器学习》（西瓜书）代码实战

machine_learning_resources

:fish::fish::fish: 机器学习面试复习资源

machlearningnotes

pyalgotrade

Python Algorithmic Trading Library

pydata-book

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

python3-cookbook

《Python Cookbook》 3rd Edition Translation

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

statistical-learning-methods

Implement Statistical Leanring Methods, Li Hang the hard way. 李航《统计学习方法》一书的硬核 Python 实现

sumy

Module for automatic summarization of text documents and HTML pages.

team-learning

主要展示Datawhale的组队学习计划。

tensorflow-deep-learning

用TensorFlow搭建CNN/RNN/LSTM/GRU/BiRNN/BiLSTM/BiGRU/Capsule Network等deep learning模型

thorough-pytorch

unusual-deep-learning

水很深的深度学习

wonderland

Text Data Ming

yhqt

quant for yinhua