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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.

interview_internal_reference

2019年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

javaguide

【Java学习+面试指南】 一份涵盖大部分Java程序员所需要掌握的核心知识。

keras-gan

Keras implementations of Generative Adversarial Networks.

keras-rl

Deep Reinforcement Learning for Keras.

learning

leetcode-algorithm

分类整理leetcode算法题解，代码语言采用c++与python实现

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）

machinelearning

一些关于机器学习的学习资料与研究介绍

metacademy-content

content repository for metacademy.org

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

models

Models and examples built with TensorFlow

numpy-and-scipy

Note book about numpy and scipy

nyumath2048

NYU Math-GA 2048: Scientific Computing in Finance

paddlerec

Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等

pandas_exercises

Practice your pandas skills!

prml

PRML algorithms implemented in Python

pycrumbs

Bits and bytes of Python from the Internet

pydata-notebook

利用Python进行数据分析 第二版 (2017) 中文翻译笔记

pyqt5-chinese-tutorial

PyQt5中文教程

python_books

python_interview_question

关于python的面试题

recommend-system-tf2.0

原理解析及代码实战，推荐算法也可以很简单 🔥 想要系统的学习推荐算法的小伙伴，欢迎 Star 或者 Fork 到自己仓库进行学习🚀 有任何疑问欢迎提 Issues，也可加文末的联系方式向我询问！

recommendation_model

练习下用pytorch来复现下经典的推荐系统模型, 如MF, FM, DeepConn, MMOE, PLE, DeepFM, NFM, DCN, AFM, AutoInt, ONN, FiBiNET, DCN-v2, AFN, DCAP等

recsys

计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

research-method

论文写作与资料分享

scienceplots

Matplotlib styles for scientific plotting

super-mario-bros-a3c-pytorch

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

surprise

A Python scikit for building and analyzing recommender systems