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alignflow

arm

attention-is-all-you-need-pytorch

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

bigdatamanagement-project

BigDataManagement project-Spatial-Temporal Analysis for Chicago Taxi Data. It's a trial.

cac

This repository includes implementation of the CAC project.

cgail

This repository contains code and data for the paper of conditional generative adversarial imitation learning (cGAIL) accepted by ICDM2019.

cs549ml

This repository includes extra credit project for course CS549.

dac-ml

This is the code for the paper DAC-ML accepted by ICDM21.

dc

This is the repository for Distributional Cloning.

dril

Disagreement-Regularized Imitation Learning

dropbox-uploader

Dropbox Uploader is a BASH script which can be used to upload, download, list or delete files from Dropbox, an online file sharing, synchronization and backup service.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fgail

For the project of f-GAIL

gaussianization_flows

imitation

Code for the paper "Generative Adversarial Imitation Learning"

imitation-1

Clean PyTorch implementations of imitation and reward learning algorithms

maml

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

master-template

Template and style files for ICLR

multiagent-gail

prep-for-mt3

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

pytorch-flows

PyTorch implementations of algorithms for density estimation

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.

rl_swiss

sdm-ddml

This repository contains implementation details for the Domain Disentangled Meta-Learning paper accepted by SDM'23.

seqgan

A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)

seqgan-1

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

seqgan-pytorch

A implementation of SeqGAN in PyTorch, following the implementation in tensorflow.

softflow

PyTorch implementation of SoftFlow

survae_flows

Code for paper "SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows"