akileshbadrinaaraayanan

A3C_grid_world

Simple tensorflow implementation of Asynchronous Advantage Actor-Critic (A3C) for a 2-D grid environment

Deep_learning_sentiment_analysis

Different deep learning architectures for sentiment analysis task on Stanford Sentiment Treebank dataset

IITH

Repo containing source code, report, presentations of the important courses and projects I did at Indian Institute of Technology Hyderabad

paper-summaries

Summaries of papers on Deep Learning

aerospike-server

Aerospike Database Server – flash-optimized, in-memory, nosql database

akileshbadrinaaraayanan.github.io

My personal website

arxiv-latex-cleaner

arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

rl-lang-ground

Tensorflow code for WACV 2019 paper "Attention Based Natural Language Grounding by Navigating Virtual Environment" - https://arxiv.org/abs/1804.08454

bottom-up-attention-vqa

An efficient PyTorch implementation of the winning entry of the 2017 VQA Challenge.

C_DAC_Hyderabad_Workshop

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

examples

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

LTE_Energy_Module_NS3

lucid

A collection of infrastructure and tools for research in neural network interpretability.

pix2pix

Image-to-image translation with conditional adversarial nets

pix2pixHD

Synthesizing and manipulating 2048x1024 images with conditional GANs

PlotNeuralNet

Latex code for making neural networks diagrams

polybench

pytudes

Python programs to practice or demonstrate skills.

ray

A fast and simple framework for building and running distributed applications.

reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

rlss-2019

[RLSS 2019] Bandits, RL & Deep RL: Practical Sessions.

sequential_social_dilemma_games

Repo for reproduction of sequential social dilemmas

stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Talks

Presentations of my talks, research papers.

tensorflow-generative-model-collections

Collection of generative models in Tensorflow

text-classification-in-pytorch-using-lstm

classification of the imdb large movie review dataset

text-summarization-tensorflow

Tensorflow seq2seq Implementation of Text Summarization.