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Homanga Bharadhwaj's Projects

acf icon acf

Attentive collaborative filtering: Multimedia recommendation with item-and component-level attention

adversarial icon adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

arxiv-search icon arxiv-search

Search arxiv for papers with certain keywords in the Abstract

batch-ppo icon batch-ppo

Efficient Batched Reinforcement Learning in TensorFlow

bayesian-linear-regression icon bayesian-linear-regression

A python tutorial for a Bayesian treatment of Linear Regression: https://zjost.github.io/bayesian-linear-regression/

bullet3 icon bullet3

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

convmf icon convmf

Code for our paper Convolutaional Matrix Factorization for Document Context-Aware Recommendation (RecSys 2016)

cuda-example icon cuda-example

Parallel sum reduction, parallel addition of a scalar across an array, and GPU hardware query

cvrl icon cvrl

code for CoRL 2020 paper "Contrastive Variational Model-Based Reinforcement Learning for Complex Observations"

dagger icon dagger

Dagger - An implementation of Dataset Aggregation

deep-summarization icon deep-summarization

Uses Recurrent Neural Network (LSTM/GRU/basic_RNN units) for summarization of amazon reviews

dm_control icon dm_control

DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

dreamer icon dreamer

Dream to Control: Learning Behaviors by Latent Imagination

ebgan.tensorflow icon ebgan.tensorflow

Tensorflow implementation of Energy Based Generative Adversarial Networks (EBGAN)

examples icon examples

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

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