sungjinl Goto Github PK

2022-1-deep-learning-applications

agile

Official implementation of "Know Your Action Set: Learning Action Relations for Reinforcement Learning", Jain et al., ICLR 2022.

awr

Implementation of advantage-weighted regression.

brain_agent

Brain Agent for Large-Scale and Multi-Task Agent Learning

break

captum

Model interpretability and understanding for PyTorch

caspi

Code for Salesforce Research paper, CASPI: Causal-aware Safe Policy Improvement for Task-oriented dialogue - https://arxiv.org/abs/2103.06370

causalm

CausaLM: Causal Model Explanation Through Counterfactual Language Models

cdc-batch-rl

Code for Continuous Doubly Constrained Batch Reinforcement Learning, NeurIPS 2021.

cobs

OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.

commaqa

Code and Dataset for Learning to Solve Complex Tasks by Talking to Agents

d3rlpy

An offline deep reinforcement learning library

dam3

Drift-Aware Multi-Memory Model (DAM3) for Imbalanced Data Streams

dbull

This repo is for paper Deep Bayesian Unsupervised Lifelong Learning

deep_contextual_bandits_reinforcement_learning

deepdpm

"DeepDPM: Deep Clustering With An Unknown Number of Clusters" [CVPR 2022]

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

dialogpt

Large-scale pretraining for dialogue

dialogue-meaning-representation

Data and code for the paper "Dialogue Meaning Representation for Task-Oriented Dialogue Systems".

dialogue-reinforce

Training chatbot models with reinforcement learning in ParlAI.

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

ds2

Code for DS2 paper

dst-as-prompting

Source code for Dialogue State Tracking with a Language Modelusing Schema-Driven Prompting

fednlp

FedNLP: A Research Platform for Federated Learning in Natural Language Processing. Accepted to NAACL 2022

group_dro

Distributionally robust neural networks for group shifts

icassp2019-ood-dataset

dialog system, icassp, dataset

industrialbenchmark

Industrial Benchmark

keep-the-caption-info

language

Shared repository for open-sourced projects from the Google AI Language team.

learning-scaffold

This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"