soroushmehr Goto Github PK

dfa-torch

Training neural networks with back-prop, feedback-alignment and direct feedback-alignment

diora

Deep Inside-Outside Recursive Autoencoder

dip-vae

An implementation of DIP-VAE from the paper "Variational Inference of Disentangled Latent Concepts from Unlabelled Observations" by Kumar et al. (Published at ICLR 2018) https://arxiv.org/abs/1711.00848

dl4mt-material

dnc

A TensorFlow implementation of the Differentiable Neural Computer.

downhill

Stochastic gradient routines for Theano

eliza.py

A cheesy little Eliza knock-off

ell

Embedded Learning Library

estool

Evolution Strategies Tool

eyescream

natural image generation using ConvNets

face_recognition

The world's simplest facial recognition api for Python and the command line

fairdeeplearning

fast-wavenet

Efficient implementation of Wavenet generation.

fourier

An Interactive Introduction to Fourier Transforms

fractal-megacollection

Wholesome collection of fractal types and coloring methods all in pixel shaders.

generating-neural-networks-with-neural-networks

Code that goes along with paper http://arxiv.org/abs/1801.01952

generative-compression

TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression

generative-models

Collection of generative models, e.g. GAN, VAE in Tensorflow, Keras, and Pytorch.

gentle

gentle forced aligner

geosolver

Geometry Question Solver

git_workshop

Material for git workshop

grad-cam

Gradient-based Visualization and Localization

gsn

Efficient implementation of Generative Stochastic Networks

gym-sokoban

Sokoban environment for OpenAI Gym

hacker-scripts

Based on a true story

hamiltonian-annealed-importance-sampling

Matlab code implementing Hamiltonian Annealed Importance Sampling for importance weight, partition function, and log likelihood estimation for models with continuous state spaces

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.

handwriting-generation

Implementation of handwriting generation with use of recurrent neural networks in tensorflow. Based on Alex Graves paper (https://arxiv.org/abs/1308.0850).

harmonic_recomposition_workshop

high-res-neural-inpainting

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