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baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bigscity-libcity

LibCity: An Open Library for Urban Spatio-temporal Data Mining

cail2021_lajs

法研杯2021类案检索赛道三等奖方案

contriever

Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning

decima-sim

Learning Scheduling Algorithms for Data Processing Clusters

doppelganger

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

dqn

infogan-pytorch

implement infoGAN using pytorch

kdd2021_guizu

Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"

mlforhealthlabpub

Machine Learning and Artificial Intelligence for Medicine.

mtrajrec

Map-Constrained Trajectory Recovery (KDD'21)

multi-agent-rl-traffic-light-control

Decentralized reinforcement learning for traffic control control

natural-language-joint-query-search

Search photos on Unsplash based on OpenAI's CLIP model, support search with joint image+text queries and attention visualization.

osm2rn

A simple Python code to extract road network (in Shapefile) from OpenStreetMap (OSM)

park

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

pytorch-rl

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

risingwave

RisingWave: the next-generation streaming database in the cloud.

sft_datasets

开源SFT数据集整理,随时补充

slatracker

Spatial-Attention Location-Aware Multi-Object Tracking

tgraphormer

timegan-pytorch

This repository is a non-official implementation of TimeGAN (Yoon et al., NIPS2019) using PyTorch.

tptk

A Trajectory Preprocessing Toolkit in Python