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Vashisht Madhavan's Projects

atari-model-zoo icon atari-model-zoo

A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release that enables easy visualization and analysis of models, and comparison across training algorithms.

bcq icon bcq

PyTorch implementation of BCQ for "Off-Policy Deep Reinforcement Learning without Exploration"

coinrun icon coinrun

Code for the paper "Quantifying Transfer in Reinforcement Learning"

dilation icon dilation

Dilated Convolution for Semantic Image Segmentation

driving_sim icon driving_sim

steering angle prediction and driving data generation with Caffe

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

improved-gan icon improved-gan

code for the paper "Improved Techniques for Training GANs"

labelingtool icon labelingtool

A slim, web-based interface for fine-grained annotation of images. Based of off LabelMe

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

liverseg icon liverseg

segmentation of liver lesions using fully convolutional networks

llmutils icon llmutils

a handful of useful utils when working with LLMs

maml_rl icon maml_rl

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

miniplaces icon miniplaces

Evaluating performance of deep conv nets on the MIT Mini-places challenge

morph-net icon morph-net

Fast & Simple Resource-Constrained Learning of Deep Network Structure

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