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ai_competitions

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attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

causal_inference_python_code

Python code for part 2 of the book Causal Inference, by Miguel Hernán and James Robins

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

distributional-dqn

Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regression' based on OpenAi DQN baselines.

ec_bandit

emotiw2018

enforcelearning

enforcement learning demo and note

gnnpapers

Must-read papers on graph neural networks (GNN)

google-research

Google Research

hin-datasets-for-recommendation-and-network-embedding

Heterogeneous Information Network Datasets for Recommendation and Network Embedding

horizon

A platform for Applied Reinforcement Learning (Applied RL)

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries.

knowledgegraph

Military knowledge graph

knowledgegraphembedding

maml_rl

Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

meta-rl

Implementation of Meta-RL A3C algorithm

minerva

Meandering In Networks of Entities to Reach Verisimilar Answers

models

Models and examples built with TensorFlow

pwc

Papers with code. Sorted by stars. Updated weekly.

pyaudioanalysis

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

pytorch-maml-rl

Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch

pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

pytorch-quaternion-neural-networks

This repository is an update to all previous repositories with an implementation of various Quaternion-valued Neural Networks in PyTorch

recommendersystems

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

scmmab-nips2018

Structural Causal Bandit