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Ben Cottier's Projects

cgan-denoiser icon cgan-denoiser

Tensorflow/Keras implementation of a Conditional Generative Adversarial Network (CGAN) model that can be used for image denoising or artefact removal.

chainrulescore.jl icon chainrulescore.jl

It is like recipes but for AD! (Full functionality is in ChainRules.jl but this a light weight dependency just to define sensitivities for your functions in your packages)

char-rnn-tensorflow icon char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

classic-rl icon classic-rl

A test bed for classical reinforcement learning algorithms in simple toy environments

ddpg-replica icon ddpg-replica

Personal project to reproduce the deep deterministic policy gradient method

deap icon deap

Distributed Evolutionary Algorithms in Python

dpll icon dpll

Implementation of the Davis-Putnam-Logemann-Loveland algorithm

drl-tf2 icon drl-tf2

Deep reinforcement learning algorithms implemented in TensorFlow 2.0

logicheck icon logicheck

A tool for testing boolean and propositional logic

mlp-project icon mlp-project

Improving extrapolation in neural mathematical reasoning using number segmentation and invariant risk minimization.

neat-python icon neat-python

Python implementation of the NEAT neuroevolution algorithm

pureples icon pureples

Pure Python Library for ES-HyperNEAT. Contains implementations of HyperNEAT and ES-HyperNEAT.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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