benjamwhite Goto Github PK

alphago

A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.

async-rl

Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)

awesome-deep-vision

A curated list of deep learning resources for computer vision

caffe-posenet

Implementation of PoseNet

caffe-with-spearmint

Automatic Caffe parameter search via Spearmint Bayesian optimisation

caffeonspark

category-embedding-rossmann

clarifai-python

Clarifai API Python Client

dboost

Stochastic Dummy Boosting

deep-residual-networks

Deep Residual Learning for Image Recognition

deepdream

deepframeworks

Evaluation of Deep Learning Frameworks

deepmind-teaching-machines-to-read-and-comprehend

Implementation of "Teaching Machines to Read and Comprehend" proposed by Google DeepMind

dl-setup

Instructions for setting up the software on your deep learning machine

elephas

Distributed Deep learning with Keras & Spark

fama_french

fastfm

fastFM: A Library for Factorization Machines

fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

goopycharts

A Google Charts API for Python, meant to be used as an alternative to matplotlib.

ipython-notebooks

Some iPython Notebooks I have created for personal learning

kaggle

Skripts from my Kaggle competitions

kaggle-rain

Winning solution to the Kaggle competition - How Much Did It Rain? II

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

mth594_machinelearning

The materials for the course MTH 594 Advanced data mining: theory and applications (Dmitry Efimov, American University of Sharjah)

neural-style

Torch implementation of neural style algorithm

neuralconvo

Neural conversational model in Torch

nnpack

Acceleration package for neural networks on multi-core CPUs

nolearn

Abstractions around neural net libraries, most notably Lasagne.

pastalog

Simple, realtime visualization of neural network training performance.