Ashutosh-Adhikari

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

ashutosh-adhikari.github.io

birch

Document ranking via sentence modeling using BERT

GATA-public

c-swm

Contrastive Learning of Structured World Models

clutrr

Diagnostic benchmark suite to explicitly test logical relational reasoning on natural language

deep_rl

PyTorch implementations of Deep Reinforcement Learning algorithms (DQN, DDQN, A2C, VPG, TRPO, PPO, DDPG, TD3, SAC, ASAC, TAC, ATAC)

description-length-probing

This is a repository with the code for the paper "Information-Theoretic Probing with Minimum Description Length"

DGI

Deep Graph Infomax (https://arxiv.org/abs/1809.10341)

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dl4ir-doc2query

dl4marco-bert

errol

garage

A toolkit for reproducible reinforcement learning research

google-research

Google Research

GRAN

Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019

GraphIE

hedwig

PyTorch deep learning models for document classification

hiersumm

Code for paper Hierarchical Transformers for Multi-Document Summarization in ACL2019

KG-DQN

neural-tweet-search

Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search (Rao et al. AAAI'19)

PrefixTuning

Prefix-Tuning: Optimizing Continuous Prompts for Generation

ProMP

ProMP: Proximal Meta-Policy Search

pytorch-maml-rl

Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch

pytorch-pretrained-BERT

The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

relational-gcn

Keras-based implementation of Relational Graph Convolutional Networks

RIMs

Code for "Recurrent Independent Mechanisms"

SCAN

Simple language-driven navigation tasks for studying compositional learning

TextWorld

​TextWorld is a sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games.

VQA_ReGAT

A pyTorch implementation of Relation-aware Graph Attention Network for Visual Question Answering.