pbt

Property-based testing for web and terminal UIs

Population Based Training (in PyTorch with sqlite3). Status: Unsupported

The MacGraph network. An attempt to get MACnets running on graph knowledge

A Julia implementation of choice sequence based PBT, inspired by Hypothesis

Property-based testing for Go

A simple PyTorch implementation of Population Based Training of Neural Networks.

Reproducing results from DeepMind's paper on Population Based Training of Neural Networks.

property based testing for android/iOS/web, finding harder bugs before release

A friendly functional language for finding counterexamples 🎯

Evolutionary auto-tuning for database configurations — Population-Based Training discovers optimal configurations without ML training or DBA expertise

Applying Population Based Training on Generative Adversarial Networks.

Population-Based Training (PBT) implementation on ddpg

My attempt to reproduce a water down version of PBT (Population based training) for MARL (Multi-agent reinforcement learning) using DDPPO (Decentralized & distributed proximal policy optimization) from ray[rllib].

Property-based testing and metamorphic testing combinator library for Gleam

A small intro to property-based testing

Applying PBT optimization technique to different domains

Bug finding challenge for all of the tools around

The implement of PBT with pytorch (for Reinforcement Learning)

Property based testing for python