Pinned Repositories
Denoising_Autoencoder_MNIST_Tensorflow
Autoencoder + Denoising Autoencoder implementation using Tensorflow, tested on MNIST
dm_control
DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
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)
esmpi
MPI implementation of Evolution Strategies, and wrapper for cmaes
fisher-information-matrix
PyTorch implementation of FIM and empirical FIM
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.
RNN_Text_Generation_Tensorflow
DEPRECATED CODE : Text generation using RNN (LSTM) implemented using Tensorflow
TF-Sonnet-BayesByBackprop
Bayes by Backprop implementation using Sonnet + Tensorflow + tf.distributions
TF_ContinualLearningViaSynapticIntelligence
Tensorflow implementation of the `intelligent synapse' model from [Zenke et al., (2017)] and application to the Permuted MNIST benchmark.
spiglerg's Repositories
spiglerg/RNN_Text_Generation_Tensorflow
DEPRECATED CODE : Text generation using RNN (LSTM) implemented using Tensorflow
spiglerg/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)
spiglerg/Kohonen_SOM_Tensorflow
Tensorflow implementation of the Kohonen Self Organizing Map
spiglerg/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.
spiglerg/TF_ContinualLearningViaSynapticIntelligence
Tensorflow implementation of the `intelligent synapse' model from [Zenke et al., (2017)] and application to the Permuted MNIST benchmark.
spiglerg/TF-Sonnet-BayesByBackprop
Bayes by Backprop implementation using Sonnet + Tensorflow + tf.distributions
spiglerg/Denoising_Autoencoder_MNIST_Tensorflow
Autoencoder + Denoising Autoencoder implementation using Tensorflow, tested on MNIST
spiglerg/dm_control
DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
spiglerg/esmpi
MPI implementation of Evolution Strategies, and wrapper for cmaes
spiglerg/fisher-information-matrix
PyTorch implementation of FIM and empirical FIM
spiglerg/imagen
ImaGen: Generic Python library for 0D, 1D and 2D pattern distributions
spiglerg/Gymnasium-mujocoev-specs-mod
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
spiglerg/maml
Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
spiglerg/sb3-fix-runningmeanstd
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
spiglerg/sb3_distill
Policy distillation compatible with stable-baselines3 (student-distill, teacher-distill, and proximal policy distillation)
spiglerg/Shimmy
An API conversion tool for popular external reinforcement learning environments
spiglerg/spiglernet
spigler.net now hosted on GitHub pages