703 Open source projects that are alternatives of or similar to Optuna

Examples for https://github.com/optuna/optuna

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

A Sklearn-like Framework for Hyperparameter Tuning and AutoML in Deep Learning projects. Finally have the right abstractions and design patterns to properly do AutoML. Let your pipeline steps have hyperparameter spaces. Enable checkpoints to cut duplicate calculations. Go from research to production environment easily.

Browser computing unleashed!

Galaxy is an asynchronous parallel visualization ray tracer for performant rendering in distributed computing environments. Galaxy builds upon Intel OSPRay and Intel Embree, including ray queueing and sending logic inspired by TACC GraviT.

A domain-specific language for parallel and distributed agent-based simulations.

Efficiently generate and analyse high dimensional data.

A parallel framework for population-based multi-agent reinforcement learning.

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

Fast and easy parallel mapreduce on HPC clusters

Library to provide Erlang style distributed computations. This library is inspired by Cloud Haskell.

An experimental programming language for data flow

libvineyard: an in-memory immutable data manager.

Distributed, fault-tolerant key-value storage written in go.

Ytk-learn is a distributed machine learning library which implements most of popular machine learning algorithms(GBDT, GBRT, Mixture Logistic Regression, Gradient Boosting Soft Tree, Factorization Machines, Field-aware Factorization Machines, Logistic Regression, Softmax).

Erlang node implemented in Python 3.5+ (Asyncio-based)

📌 TransmittableThreadLocal (TTL), the missing Java™ std lib(simple & 0-dependency) for framework/middleware, provide an enhanced InheritableThreadLocal that transmits values between threads even using thread pooling components.

分布式配置管理平台(Distributed Configuration Management Platform)

Multi-stream rsync wrapper

Oracle Coherence Community Edition

A Fast, Extensible Progress Bar for Python and CLI

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

Experimental Global Optimization Algorithm

Password-protect URLs using AES in the browser; create hidden bookmarks without a browser extension

ILGPU JIT Compiler for high-performance .Net GPU programs

A small Vietnamese Go book compiled by ZaloPay teams.

A lightweight distributed message queue framework.(分布式消息队列XXL-MQ)

A Graphical Frontend for Sia - https://sia.tech

qTox is a chat, voice, video, and file transfer IM client using the encrypted peer-to-peer Tox protocol.

Easy parallel execution of commands with live feedback

这是一个支持分布式和集群的java游戏服务器框架，可用于开发棋牌、回合制等游戏。基于netty实现高性能通讯，支持tcp、http、websocket等协议。支持消息加解密、攻击拦截、黑白名单机制。封装了redis缓存、mysql数据库的连接与使用。轻量级，便于上手。

Nebula is a powerful framwork for building highly concurrent, distributed, and resilient message-driven applications for C++.

Meshbird is open-source cloud-native multi-region multi-cloud distributed private networking.

libMesh github repository

Distributed Java.《分布式 Java》

PPT I collected

A CLI tool to run multiple npm-scripts in parallel or sequential.

A distributed task scheduling framework.（分布式任务调度平台XXL-JOB）

A Python module for parallel optimization of expensive black-box functions

Run an array of functions in parallel

A faster uglifyjs plugin.

Hyperparameter optimization for PyTorch.

GPGPU Javascript library 🐸

Cross-platform desktop GUI app to clean image metadata

Speed up PowerShell with simplified multithreading

A cross-platform command-line tool for executing jobs in parallel

Simplified distributed locking implementation using Redis

ZoneMinder is a free, open source Closed-circuit television software application developed for Linux which supports IP, USB and Analog cameras.

Pure functional event sourcing runtime

Defines IAsyncEnumerable, IAsyncEnumerator, ForEachAsync(), ParallelForEachAsync(), and other useful stuff to use with async-await

cURL wrapper for PHP. Supports parallel and non-blocking requests. For high speed crawling, see stil/curl-robot

Parallel uploads to Amazon AWS S3

Provides an alternative to PSjobs with greater performance and less overhead to run commands in the background, freeing up the console and allowing throttling on the jobs.

[WIP] Experimental C++14 multithreaded compile-time entity-component-system library.

The Infinit policy-based software-defined storage platform.

AutoGluon: AutoML for Text, Image, and Tabular Data

Easy multi-core processing utilities for Node.

LBADD: An experimental, distributed SQL database

Powerful multi-threaded coroutine dispatcher and parallel execution engine