paarthneekhara

models

Models and examples built with TensorFlow

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

stargan

StarGAN - Official PyTorch Implementation (CVPR 2018)

SRGAN

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

DeblurGAN

Image Deblurring using Generative Adversarial Networks

tangent

Source-to-Source Debuggable Derivatives in Pure Python

biaxial-rnn-music-composition

A recurrent neural network designed to generate classical music.

fast-wavenet

Speedy Wavenet generation using dynamic programming :zap:

heap-exploitation

This book on heap exploitation is a guide to understanding the internals of glibc's heap and various attacks possible on the heap structure.

BEGAN-tensorflow

Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"

show-attend-and-tell

TensorFlow Implementation of "Show, Attend and Tell"

Delving-deep-into-GANs

Generative Adversarial Networks (GANs) resources sorted by citations

deep-photo-styletransfer-tf

Tensorflow (Python API) implementation of Deep Photo Style Transfer

u-net-brain-tumor

U-Net Brain Tumor Segmentation

SMASH

An experimental technique for efficiently exploring neural architectures.

awesome-vqa

Visual Q&A reading list

PyTorch-ActorCriticRL

PyTorch implementation of DDPG algorithm for continuous action reinforcement learning problem.

sugartensor

A slim tensorflow wrapper that provides syntactic sugar for tensor variables. This library will be helpful for practical deep learning researchers not beginners.

vqa-mcb

lang-emerge-parlai

Implementation of EMNLP 2017 Paper "Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog" using PyTorch and ParlAI

imageqa-san

code for Stacked attention networks for image question answering

pregel

Tensorflow implementation of Graph Convolutional Network

Unsup-Im2Im

Unsupervised Image to Image Translation with Generative Adversarial Networks

fuzzing-numpy

:snake: Experiments in trying to find 0-days in numpy

im2txt2im

I2T2I: Text-to-Image Synthesis with textual data augmentation

san-torch

Torch implementation for Stacked Attention Networks

stack-guard

A toy implementation of 'Stack Guard' on top of the LLVM compiler toolchain

text-to-image

Text to image synthesis using thought vectors

MOQA

Mixtures of Opinions for Question Answering

monkey-interpreter

This is an interpreter for a language with basic features.