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A toolbox for analysis and highly-customizable visualization of single cell data
This repository contains implementations and illustrative code to accompany DeepMind publications
Implementation of the Fast Efficient Hyperparameter Tuning for Policy Gradient Methods https://arxiv.org/abs/1902.06583
Reference implementation of variational sequential Monte Carlo proposed by Naesseth et al. "Variational Sequential Monte Carlo" (2018)
A PyTorch implementation of OpenAI's REPTILE algorithm
An educational resource to help anyone learn deep reinforcement learning.
Python library to easily log experiments and parallelize hyperparameter search for neural networks
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKT…
Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)
Gin provides a lightweight configuration framework for Python
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
Reinforcement learning algorithms for MuJoCo tasks
Code for the paper Implicit Weight Uncertainty in Neural Networks
Python and C++ code for reading and writing genomics data.
Simple and easily configurable grid world environments for reinforcement learning
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
A technical report on convolution arithmetic in the context of deep learning
A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning agents!
A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN)
Code to accompany the paper "Learning Graphical State Transitions"
Implementation of REBAR in PyTorch
PyTorch Agent Net: reinforcement learning toolkit for pytorch
A short guide on features of Python 3 with examples