spiglerg

spiglerg

Geek Repo

Company:Tilburg University

Location:Tilburg, Netherlands

Home Page:www.spigler.net/giacomo

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spiglerg's repositories

RNN_Text_Generation_Tensorflow

DEPRECATED CODE : Text generation using RNN (LSTM) implemented using Tensorflow

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DQN_DDQN_Dueling_and_DDPG_Tensorflow

Tensorflow + OpenAI Gym implementation of Deep Q-Network (DQN), Double DQN (DDQN), Dueling Network and Deep Deterministic Policy Gradient (DDPG)

Kohonen_SOM_Tensorflow

Tensorflow implementation of the Kohonen Self Organizing Map

pyMeta

Library to manage machine learning problems as `Tasks' and to sample from Task distributions. Includes Tensorflow implementation of implicit-MAML (iMAML), FOMAML and Reptile.

TF_ContinualLearningViaSynapticIntelligence

Tensorflow implementation of the `intelligent synapse' model from [Zenke et al., (2017)] and application to the Permuted MNIST benchmark.

TF-Sonnet-BayesByBackprop

Bayes by Backprop implementation using Sonnet + Tensorflow + tf.distributions

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Denoising_Autoencoder_MNIST_Tensorflow

Autoencoder + Denoising Autoencoder implementation using Tensorflow, tested on MNIST

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dm_control

DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

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fisher-information-matrix

PyTorch implementation of FIM and empirical FIM

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imagen

ImaGen: Generic Python library for 0D, 1D and 2D pattern distributions

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maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

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sb3_distill

Policy distillation library (Reinforcement Learning) for Python, compatible with stable-baselines3 and pyTorch.

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Shimmy

An API conversion tool for popular external reinforcement learning environments

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spiglernet

spigler.net now hosted on GitHub pages

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