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somaticapi's Projects

icml2016

Generative Adversarial Text-to-Image Synthesis

idx-formatter

Convert image data to and from idx format for use in deep learning

image-analogies

Generate image analogies using neural matching and blending.

inpainting

Implementation of "Context Encoders: Feature Learning by Inpainting"

jumpcityrecords

:japanese_goblin: a generative noise label bot.

keras-wavenet

Keras implementation of deepmind's wavenet paper

language-evolution-simulation

Language evolution simulation with Agent-based Models

learning-to-communicate

Learning to Communicate with Deep Multi-Agent Reinforcement Learning

levelsyn

code and data repository for "Game Level Layout from Design Specification"

loan-prediction

Predict which loans will be foreclosed on.

logodetect

Logo detection utility. Tells does provided logo is on image. Can be used to find image on image also.

lstmvis

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

magenta

Magenta: Music and Art Generation with Machine Intelligence

malmo

Project Malmo is a platform for Artificial Intelligence experimentation and research built on top of Minecraft. We aim to inspire a new generation of research into challenging new problems presented by this unique environment.

manul

:smirk_cat: The madness vendoring utility for Golang programs

models

Models built with TensorFlow

mood-recognition-neural-networks

Emotion recognition using DNN with tensorflow

mtg-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch. Custom modifications to allow better support for Magic: the Gathering card generation.

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

natural-language-object-retrieval

Code release for Hu et al. Natural Language Object Retrieval, in CVPR, 2016

netart-js

quick hacked together js demo to implement fixed-topology cppn in the web browser for interactive usage

neural-doodle

Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)

neural-style-tf

TensorFlow implementation of Neural Style

neural-style-transfer

Keras Implementation of Neural Style Transfer from the paper "A Neural Algorithm of Artistic Style" (http://arxiv.org/abs/1508.06576) in Keras 1.0.8

neuralconvo

Neural conversational model in Torch

neuralsnap

Generates poetry from images using convolutional and recurrent neural networks

open_nsfw

code for running Model and code for Not Suitable for Work (NSFW) classification using deep neural network Caffe models

openface

Face recognition with deep neural networks.

order-embedding

Implementation of caption-image retrieval from the paper "Order-Embeddings of Images and Language"

paddle

PArallel Distributed Deep LEarning

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