rrmenon10

ADAPET

[EMNLP 2021] Improving and Simplifying Pattern Exploiting Training

Bootstrapped-DQN

Tensorflow implementation of BootstrappedDQN using OpenAI baselines

ExEnt

[ACL 2022] CLUES: A Benchmark for Learning Classifiers using Natural Language Explanations

MaNtLE

[EMNLP 2023] MaNtLE: Model-agnostic Natural Language Explainer

MLP-numpy

Multi-layer perceptron for MNIST classification. Implemented using numpy

PPO

Proximal Policy Optimization

BootstrappedDQN

DAgger

An implementation of the DAgger algorithm for Mujoco

DDPG

Implementation of DDPG using OpenAI Gym

nlg-rom-lstm

Files from NLP Project

acl-anthology

Data and software for building the ACL Anthology.

allennlp-semparse

A framework for building semantic parsers (including neural module networks) with AllenNLP, built by the authors of AllenNLP

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bodyscope

dl3d-utils

Files and models for experiments in COMP790: DL3D Fall 2020

MarkovChain

pytorch_neural_symbolic_machines

A PyTorch Implementation of Neural Symbolic Machines by Liang et al. (2018)

rrmenon10.github.io

VAE-GAN-MNIST

Tensorflow implementation of VAE and GAN for MNIST