🎯 A comprehensive gradient-free optimization framework written in Python
- metaheuristics
- optimization
- optimization-algorithms
- python
Repository Index
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A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
- optimization
- optimization-algorithms
- optimization-methods
- optimization-problem
Curated (meta)list of resources for Biology.
A framework for continual learning and recursive self-improvement through harness adapter evolution.
Harness self-evolution: update targets, theory, evaluation, and reported evidence. Bilingual reading list and project website.
- agent-evaluation
- agent-harness
- agent-memory
- agent-skills
Code and data used to create the examples in "Evidence-based Software Engineering based on the publicly available data"
- cognitive-capitalism
- cognitive-science
- economic-models
- ecosystem-modeling
Provides utilities for Postgres database schema versioning. This is being superseded by work done at https://codeberg.org/perseas/perseid.
- python
- postgres
- schema-evolution
Scikit-learn for Recursive Self-improvement (RSI). A modular framework for recursive harness evolution.
- meta-learning
- reinforcement-learning
- rsi
- ai-agents
Hyperparameter optimization and feature selection for scikit-learn using evolutionary algorithms. A modern alternative to GridSearchCV and RandomizedSearchCV.
Official repository for the paper “RSIPO: Recursive Self-Improving Policy Optimization for Agentic Reinforcement Learning via Skill-Policy Co-Evolution”
A hyperparameter optimization framework, inspired by Optuna.
- bayesian-optimization
- bandit-algorithms
- evolution-strategies
- blackbox-optimization
zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.
- machine-learning
- python
- evolutionary-algorithms
- genetic-algorithm
Learn Clean Architecture with .NET Core 3.0 :fire:
- solid
- ddd
- clean-architecture
- clean-code
Examples of implementation CQRS with Event Sourcing - evolutionary approach
- cqrs
- java-11
Looking Ahead: Modeling Future Evolution in Autoregressive Video Generation
- autoregressive-video-generation
- diffusion
- physics-plausibility
- video-generation
Programmatic modification and evaluation of software
- software-engineering
- source-code
- evolutionary-computation
- program-synthesis
Install R packages from snapshots on checkpoint-server
Building a population of models that trade crypto and mutate iteratively
- trading-bot
- bitcoin
- neuroevolution
- reinforcement-learning
Database schema evolution library for Go
- golang
- go
- database
- migration
Warp is a feature-rich framework for multiplayer games, written in GameMaker and NodeJS (previously GM-Online-Framework)
Examples of implementation CQRS with Event Sourcing - evolutionary approach
- dotnet
- dotnet-core
- cqrs
- event-sourcing
A set of neuroevolution experiments with/towards deep networks
- rubyml
CEKit - Container Evolution Kit
An Elixir Evolutive Neural Network framework à la G.Sher
- elixir
- actuators
- sensor
- mutations