arayabrain/ELSIWinterSchool

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Created over 6 years ago
Updated over 6 years ago

arayabrain/ELSIWinterSchool

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Machine learning examples for ELSI Winter School

RecurrentAutoencoder

Sample code for generative recurrent autoencoders.

Jupyter Notebook

space-engineers-ai-spaceship-generator

Research code for the Space Engineers AI Spaceship Generator project.

FewshotClassifier

Code for the blog post on few-shot classification via task representation and communication.

Jupyter Notebook

ClassifierGenerators

Supporting code for the paper 'Learning to generate classifiers'.

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.

GenerativeControl

Code for a generative controller for the AI Gym cartpole task

AffordanceMapping

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SimplestGANBlogpostCode

Code for the blog post on GAN stability

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QuestionDrivenNovelty

Supporting code for the paper 'Being curious about the answers to questions: novelty search with learned attention'

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BinarySearchLSTM

Code for the experiment using reinforcement learning and LSTM networks to learn binary search.

neural-coarse-graining

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

Simple-GAN-Example

Example code to implement a 2D generative adversarial network in Lasagne.

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demtutorial

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multimodal-global-workspace-agent

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OptimizerComparisons

Some experiments comparing different optimizers.

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