spiglerg

spiglerg's repositories

RNN_Text_Generation_Tensorflow

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

Language:PythonApache-2.0111 8 15

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)

Language:Python73 4 4

Kohonen_SOM_Tensorflow

Tensorflow implementation of the Kohonen Self Organizing Map

Language:Python60 7 2

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.

Language:Python48 5 2

TF_ContinualLearningViaSynapticIntelligence

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

Language:Python21 2 1

TF-Sonnet-BayesByBackprop

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

Language:Python2 10

Denoising_Autoencoder_MNIST_Tensorflow

Autoencoder + Denoising Autoencoder implementation using Tensorflow, tested on MNIST

Language:PythonGPL-3.01 10

dm_control

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

Language:PythonApache-2.0000

fisher-information-matrix

PyTorch implementation of FIM and empirical FIM

Language:Python000

imagen

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

Language:PythonBSD-3-Clause010

maml

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

MIT000

sb3_distill

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

MIT010

Shimmy

An API conversion tool for popular external reinforcement learning environments

Language:PythonMIT000

spiglernet

spigler.net now hosted on GitHub pages

Language:JavaScript010