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Amit Adate's Projects

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

blockcnn icon blockcnn

BlockCNN: A Deep Network for Artifact Removal and Image Compression

convex_adversarial icon convex_adversarial

A method for training neural networks that are provably robust to adversarial attacks.

eecs-337-nlp-project-01 icon eecs-337-nlp-project-01

Repository for projects undertaken in the course ' Natural Language Processing ' at Northwestern University

eecs-337-nlp-project-02 icon eecs-337-nlp-project-02

Repository for projects undertaken in the course ' Natural Language Processing ' at Northwestern University

examples icon examples

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

fastai icon fastai

The fastai deep learning library

gan icon gan

Tensorflow code of Dist-GAN, GN-GAN and other GAN methods

gan-compression icon gan-compression

This repository contains the source for the paper "Analysing Image Compression using Generative Adversarial Networks"

gan-noise icon gan-noise

This repository contains the source for the paper "Understanding how Adversarial Noise affects Single Image Classification"

gan-q-learning icon gan-q-learning

Implementation of GAN Q Learning https://arxiv.org/abs/1805.04874

gan-sr icon gan-sr

This repository contains the source for the paper "Understanding Single Image Super-Resolution Techniques with Generative Adversarial Networks"

gan-timeline icon gan-timeline

A timeline showing the development of Generative Adversarial Networks (GAN).

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

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