subho406

OmniNet

Official Pytorch implementation of "OmniNet: A unified architecture for multi-modal multi-task learning" | Authors: Subhojeet Pramanik, Priyanka Agrawal, Aman Hussain

Infinite-Runner-Ultimate

A cross-platform procedural environment generation and Endless Runner engine. Features real-time object pooling and includes an interactive level editor.

TF-Speech-Recognition-Challenge-Solution

Source code of the model used in Tensorflow Speech Recognition Challenge (https://www.kaggle.com/c/tensorflow-speech-recognition-challenge). The solution ranked in top 5% in private leaderboard.

pytorch2jax

Pytorch2Jax is a small Python library that provides functions that wraps PyTorch models into Jax functions and Flax modules.

Recurrent-PPO-Jax

Implementation of Proximal Policy Optimization in Jax+Flax

Recurrent-Linear-Transformers

Implementation of Recurrent Linear Transformers in Jax+Flax.

Malware-detection-using-Convolutional-Neural-Networks

CloneDir

A tool to clone a directory locally or cloud. Features super fast sync of files...

Mouse-Dynamics-Analysis

Analysis of the mouse movements dataset from Balabit https://github.com/balabit/Mouse-Dynamics-Challenge

Practical-Guide-to-RL-Experiments

XGBoost-Hyperparameter-tuning

AudioFeat

AudioFeat is a multi-threaded audio feature extraction script to extract audio features from a folder of audio files and save them in a csv

General-Value-Function-Networks-Jax

Implements General Value Function Networks proposed in https://arxiv.org/abs/1807.06763 using JAX.

Netra

Netra is wearable device that helps visually impaired people navigate by providing speech descriptions of the world around them.

continual-memory-maze

A continual alternative to Memory Maze

dm-haiku

JAX-based neural network library

DocMachine

Solution of the source code that won the first prize in Kone-IBM Hackathon. http://www.kone.com/en/stories-and-references/stories/kone-india-hackathon.aspx . DocMachine implements a flask app capable of performing Anomaly Detection using Isolation forests on streaming data.

dreamerv3

Dreamerv3 with Recurrent Linear Transformer Integration

Effect-of-Sparsity-in-Explaining-IT-VIsual-Cortex

episodic-transformer-memory-ppo

Clean baseline implementation of PPO using an episodic TransformerXL memory

FedLearn

Federated Learning on BOINC Server

Netra-Vision

A Tensorflow Implementation of Google's Im2txt model.

portfolio

pytorch-dnc

Differentiable Neural Computers, Sparse Access Memory and Sparse Differentiable Neural Computers, for Pytorch

recurrent-ppo-truncated-bptt

Baseline implementation of recurrent PPO using truncated BPTT

rl_a3c_pytorch

A3C LSTM Atari with Pytorch plus A3G design

Solutions-to-Reinforcement-Learning-by-Sutton-and-Barto

subho406

Config files for my GitHub profile.

tianshou

An elegant PyTorch deep reinforcement learning library.

Trails