ARAYA (@arayabrain)
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Top repositories

1

RecurrentAutoencoder

Sample code for generative recurrent autoencoders.
Jupyter Notebook
25
star
2

space-engineers-ai-spaceship-generator

Research code for the Space Engineers AI Spaceship Generator project.
Python
19
star
3

FewshotClassifier

Code for the blog post on few-shot classification via task representation and communication.
Jupyter Notebook
18
star
4

ClassifierGenerators

Supporting code for the paper 'Learning to generate classifiers'.
Python
18
star
5

PermutationalNetworks

Code for our paper on dynamics prediction using permutation-equivariant neural networks. The base of the repository contains an implementation of a drop-in Lasagne layer, and the subdirectories contain specific experiments from the paper.
Python
18
star
6

GenerativeControl

Code for a generative controller for the AI Gym cartpole task
Python
15
star
7

AffordanceMapping

Jupyter Notebook
10
star
8

SimplestGANBlogpostCode

Code for the blog post on GAN stability
Jupyter Notebook
10
star
9

QuestionDrivenNovelty

Supporting code for the paper 'Being curious about the answers to questions: novelty search with learned attention'
Jupyter Notebook
9
star
10

BinarySearchLSTM

Code for the experiment using reinforcement learning and LSTM networks to learn binary search.
Python
6
star
11

neural-coarse-graining

Reference implementation of the neural coarse-graining algorithm in Python/Theano/Lasagne.
Python
5
star
12

Simple-GAN-Example

Example code to implement a 2D generative adversarial network in Lasagne.
Jupyter Notebook
4
star
13

demtutorial

Jupyter Notebook
2
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14

multimodal-global-workspace-agent

Jupyter Notebook
2
star
15

OptimizerComparisons

Some experiments comparing different optimizers.
Jupyter Notebook
1
star
16

ELSIWinterSchool

Machine learning examples for ELSI Winter School
Jupyter Notebook
1
star