hardmaru/mdn_jax_tutorial

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hardmaru/mdn_jax_tutorial

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Mixture Density Networks (Bishop, 1994) tutorial in JAX

estool

Evolution Strategies Tool

Jupyter Notebook

sketch-rnn

Multilayer LSTM and Mixture Density Network for modelling path-level SVG Vector Graphics data in TensorFlow

write-rnn-tensorflow

Generative Handwriting using LSTM Mixture Density Network with TensorFlow

slimevolleygym

A simple OpenAI Gym environment for single and multi-agent reinforcement learning

WorldModelsExperiments

World Models Experiments

Jupyter Notebook

pytorch_notebooks

tutorial notebooks

Jupyter Notebook

cppn-gan-vae-tensorflow

Train CPPNs as a Generative Model, using Generative Adversarial Networks and Variational Autoencoder techniques to produce high resolution images.

cppn-tensorflow

Very Simple and Basic Implementation of Compositional Pattern Producing Network in TensorFlow

sketch-rnn-datasets

optional extra vector image datasets for sketch-rnn

neuralslimevolley

Neural Slime Volleyball

supercell

Jupyter Notebook

rnn-tutorial

RNN Tutorial for Artists

resnet-cppn-gan-tensorflow

Using Residual Generative Adversarial Networks and Variational Auto-encoder techniques to produce high resolution images.

backprop-neat-js

Neural Network Evolution Playground with Backprop NEAT

astool

Augmented environments with RL

Jupyter Notebook

image-notebook

Jupyter Notebook

gecco-tutorial-2019

2019 talk at GECCO

neurogram

presentations

cppn-gan-vae-cifar-tensorflow

First attempt to use the previous CPPN-GAN-VAE model to train on CIFAR-10 images.

netart-js

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

sketch-rnn-flowchart

trained sketch-rnn / deployed with sketch-rnn-js on flowchart dataset

kanji2kanji

Reproduce domain transfer results in Deep Learning for Classical Japanese Literature

Jupyter Notebook

paperjs_box2d

demo of working with box2d and paper.js

RainbowSlimeVolley

Using Rainbow implementation in Chainer RL for Slime Volleyball Pixel Environment

sketch-rnn-poster

Poster for "A Neural Representation for Sketch Drawings" for ICLR 2018 Conference

rlzoo

fork of rl-baseline-zoo

quickdraw-ndjson-to-npz

Convert RAW Quickdraw datafiles into stroke-based .npz format with RDP at variable epsilon for sketch-rnn

Jupyter Notebook

sema-demo

sketch-rnn demo for seoul mediacity biennale 2018

diff-vae-tensorflow

skeleton variation encoder code in tensorflow

pybullet_animations

pybullet_animations

cma

Fork of cma-es library by Nikolaus Hansen

cantonese-list

List of 4000 Chinese characters sorted by historical usage frequency, with Cantonese yale romanization and definition

creatures

autonomous creatures written in processing / processing.js

zombie

A* search algorithm example, zombie chasing humans

tshirtai

batchnorm-convnet-mnist-tensorflow

self contained skeleton script for testing and training mnist convnet+batchnorm based classifier in tensorflow

chainerrl

ChainerRL is a deep reinforcement learning library built on top of Chainer.