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biosim

生物繁衍模拟器

delfi

Density estimation likelihood-free inference. No longer actively developed see https://github.com/mackelab/sbi instead

gc-mc

gnn-recommender-systems

An index of recommendation algorithms that are based on Graph Neural Networks.

graphsage-pytorch

A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.

igmc

Inductive graph-based matrix completion (IGMC) from "M. Zhang and Y. Chen, Inductive Matrix Completion Based on Graph Neural Networks, ICLR 2020 spotlight".

latex-examples

Examples for the usage of LaTeX

ml-agents

Unity Machine Learning Agents Toolkit

pinsage

pinsage for wine recommendation

poplin

ppo-pytorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

pylouvain

A Python implementation of the Louvain method to find communities in large networks

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

pytorch-dppo

Pytorch implementation of Distributed Proximal Policy Optimization: https://arxiv.org/abs/1707.02286

rl-demo

强化学习常见算法的实现，Q-Learning/DQN/PG/AC/DDPG/PPO/SAC

sbi

Simulation-based inference toolkit

simurlacra

reinforcement learning from randomized simulations

structuralentropy

Structural Entropy algorithm in Python

svpg-pytorch

Stein Variance Policy Gradients Algorithm Pytorch implementation

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