littledeepthink

pymarl

Python Multi-Agent Reinforcement Learning framework

learn2branch

Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)

branch-search-trees

Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)

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)

or-tools

Google's Operations Research tools:

OpenHGNN

This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.

cxxopts

Lightweight C++ command line option parser

folium

Python Data. Leaflet.js Maps.

cs224n-2017-winter

All lecture notes, slides and assignments from CS224n: Natural Language Processing with Deep Learning class by Stanford

crawler-analysis

爬虫+数据分析实战项目

keras-attention

Keras Attention Layer (Luong and Bahdanau scores).

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

TensorFlow-Tutorials-for-Time-Series

TensorFlow Tutorial for Time Series Prediction

LSTM-Neural-Network-for-Time-Series-Prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

docs

TensorFlow documentation

char-cnn-text-classification-tensorflow

Character-level Convolutional Networks for Text Classification论文仿真实现

MT-Reading-List

A machine translation reading list maintained by Tsinghua Natural Language Processing Group

entity-embedding-rossmann

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）

Java

All Algorithms implemented in Java

Python

All Algorithms implemented in Python

pyFM

Factorization machines in python

libfm

Library for factorization machines

Algorithm

算法导论python实现

core-algorithm

算法集锦的python实现

parallel_ml_tutorial

Tutorial on scikit-learn and IPython for parallel machine learning

ijcai-18-top2-single-mole-solution

复赛第二名单模型方案，没有特征选择没有调参LGB单模型857个特征

RCZoo

question answering, reading comprehension toolkit

models

Models and examples built with TensorFlow

just_another_seq2seq

Just another seq2seq repo