avijit9

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Hyderabad, India

https://avijit9.github.io/

Avijit Dasgupta's repositories

Contractive_Autoencoder_in_Pytorch

Pytorch implementation of contractive autoencoder on MNIST dataset

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Intro-to-Deep-Learning

This repo contains ipython notebooks to give preliminary introduction to freshers.

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awesome-deep-vision

A curated list of deep learning resources for computer vision

100

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

1 20

Deep-Learning-for-Medical-Applications

Deep Learning Papers on Medical Image Analysis

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playing-hard-exploration-games-by-watching-youtube

[WIP] Playing Hard Exploration Games by Watching YouTube (Aytar et al., 2018)

Language:Jupyter NotebookMIT100

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

100

RL_tutorials

Contains all practical lessons I'm going through while learning RL

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C3D-LSTM--PyTorch

C3D-LSTM implementation in PyTorch

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DDPG

Multi-Agent Deep Deterministic Policy Gradients

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deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

Language:Jupyter NotebookMIT000

deepbayes-2018

Seminars DeepBayes Summer School 2018

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dl-imperial-maths

Code and assignment repository for the Imperial College Mathematics department Deep Learning course

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dotfiles

A collection of my personal dotfiles

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fcscrapR

R package to scrape soccer commentary and statistics from ESPN

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learning-to-communicate-pytorch

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

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maddpg-pytorch

PyTorch Implementation of MADDPG (Lowe et. al. 2017)

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MathsDL-spring19

Mathematics of Deep Learning, Courant Insititute, Spring 19

000

multiagent-competition

Code for the paper "Emergent Complexity via Multi-agent Competition"

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opencv

Open Source Computer Vision Library

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OSVOS-PyTorch

PyTorch implementation of One-Shot Video Object Segmentation (OSVOS)

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Pose-Guided-Person-Image-Generation

Tensorflow implementation of NIPS 2017 paper "Pose Guided Person Image Generation"

Language:PythonMIT010

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Language:Jupyter NotebookMIT000

reinforcement-learning-algorithms

This repository contains most of classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, A3C, PPO, TRPO. (More algorithms are still in progress)

Language:PythonMIT000

rl-baselines-zoo

A collection of 70+ pre-trained RL agents using Stable Baselines

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rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

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sgan

Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018

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study-sessions

The website to schedule study sessions (primarily used in CVIT)

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test_world

AI World Cup simulation environment

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tmux-config

Tmux configuration, that supercharges your tmux to build cozy and cool terminal environment

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