BalrajAshwath

awesome

😎 Awesome lists about all kinds of interesting topics

reinforcement-learning

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

nmt

TensorFlow Neural Machine Translation Tutorial

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

SinGAN

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

rllab

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

SqueezeNet

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters

Metrics

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

densecap

Dense image captioning in Torch

Faster-High-Res-Neural-Inpainting

High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis

jetson-reinforcement

Deep reinforcement learning GPU libraries for NVIDIA Jetson TX1/TX2 with PyTorch, OpenAI Gym, and Gazebo robotics simulator.

Hands-On-Reinforcement-Learning-With-Python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

Image-Inpainting

A paper summary of image inpainting

nn_robust_attacks

Robust evasion attacks against neural network to find adversarial examples

fair_self_supervision_benchmark

Scaling and Benchmarking Self-Supervised Visual Representation Learning

convex_adversarial

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

pytorch-cnn-adversarial-attacks

Pytorch implementation of convolutional neural network adversarial attack techniques

unintended-ml-bias-analysis

Non-Targeted-Adversarial-Attacks

A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition

machinehearing

Machine Learning applied to sound

Automatic-Image-Colorization

🎨 Automatic Image Colorization using TensorFlow based on Residual Encoder Network

semantic_image_inpainting

Semantic Image Inpainting

StackLite

A simple dataset of Stack Overflow questions and tags

HE2LaTeX

Converting handwritten equations to LaTeX

adversarial-attacks

Code for our CVPR 2018 paper, "On the Robustness of Semantic Segmentation Models to Adversarial Attacks"

MemoPainter-PyTorch

An unofficial implementation of MemoPainter(Coloring With Limited Data: Few-shot Colorization via Memory Augmented Networks) using PyTorch framework.

DDT

Third-party PyTorch implementation of DDT(Unsupervised object discovery and co-localization by deep descriptor transformation)