Parallels / rq-dashboard

Flask-based web front-end for monitoring RQ queues

uqfoundation / pathos

parallel graph management and execution in heterogeneous computing

evo-hq / evo

turns your codebase into an autoresearch loop — discovers what to measure, instruments the benchmark, then runs tree search with parallel subagents.

nvk / llm-wiki

LLM-compiled knowledge bases for any AI agent. Parallel multi-agent research, thesis-driven investigation, source ingestion, wiki compilation, querying, and artifact generation.

textstat / textstat

:memo: python package to calculate readability statistics of a text object - paragraphs, sentences, articles.

pnnl / neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

gempy-project / gempy

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

automl / SMAC3

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

goodroot / hyprwhspr

Native speech-to-text for Linux - Fast, accurate, private, and hackable system-wide dictation

lmfit / lmfit-py

Non-Linear Least Squares Minimization, with flexible Parameter settings, based on scipy.optimize, and with many additional classes and methods for curve fitting.

python-adaptive / adaptive

:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions

inducer / pyopencl

OpenCL integration for Python, plus shiny features

RocketPy-Team / RocketPy

Next generation High-Power Rocketry 6-DOF Trajectory Simulation

yandex / YaFSDP

YaFSDP: Yet another Fully Sharded Data Parallel

AgileRL / AgileRL

The complete post-training stack for LLMs, plus RL for any problem. SFT, DPO and multi-turn agentic RL, with evolutionary hyperparameter optimization built in.

mpi4py / mpi4py

Python bindings for MPI

aws / aws-parallelcluster

AWS ParallelCluster is an AWS supported Open Source cluster management tool to deploy and manage HPC clusters in the AWS cloud.

sbi-dev / sbi

sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you need fine-grained control or an easy-to-use interface, sbi has you covered.

facebookresearch / MHR

Momentum Human Rig is an anatomically-inspired parametric full-body digital human model developed at Meta. It includes: A parametric body skeletal model; A realistic 3D mesh skinned to the skeleton with levels of detail;A body blendshape and pose corrective model; A facial blendshape model.Its design is friendly for both CG and CV communities.

optuna / optuna-examples

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

dipy / dipy

DIPY is the paragon 3D/4D+ medical imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.

yaqwsx / jlcparts

Better parametric search for components available for JLC PCB assembly

jonigl / mcp-client-for-ollama

Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, human-in-the-loop, thinking mode, model params config, system prompts, and saved preferences.

fluxions-ai / vui

Vui Nano — a small, context-aware text-to-speech model trained on real conversations. 219M active params (305M total), Apache 2.0, voice cloning, streaming, runs on CPU (dependency-free C build). Ships with a full real-time voice assistant: WebRTC, ASR, local LLM, OpenAI Realtime API compatible.

offercontext / offerPilot

开源、本地优先的求职 Agent：管理投递、准备面试与整理 Offer；附 Agent Loop、Harness 源码导读和动手实验。

ComparativeGenomicsToolkit / cactus

Official home of genome aligner based upon notion of Cactus graphs

aimclub / FEDOT

Automated modeling and machine learning framework FEDOT

Kitware / trame

Trame lets you weave various components and technologies into a Web Application solely written in Python.

KarhouTam / FL-bench

Benchmark of federated learning. Dedicated to the community. 🤗

simpeg / simpeg

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

usnistgov / fipy

FiPy is a Finite Volume PDE solver written in Python

Parsl / parsl

Parsl - a Python parallel scripting library

turicas / socios-brasil

Captura os dados de sócios das empresas brasileiras na Receita Federal e exporta para um formato legível por humanos

kevinzakka / mjbatch

A Python library for running thousands of MuJoCo simulations in parallel on CPU

spcl / dace

DaCe - Data Centric Parallel Programming

JeffreyCA / spleeter-web

Self-hostable web app for isolating the vocal, accompaniment, bass, and drums of any song. Supports Spleeter, Demucs, BS-RoFormer. Started in 2019.

google / paxml

Pax is a Jax-based machine learning framework for training large scale models. Pax allows for advanced and fully configurable experimentation and parallelization, and has demonstrated industry leading model flop utilization rates.

jbardin / scp.py

scp module for paramiko

anmolksachan / TheTimeMachine

Weaponizing WaybackUrls for Recon, BugBounties , OSINT, Sensitive Endpoints and what not

mpi4jax / mpi4jax

Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python :zap:

merenlab / anvio

An analysis and visualization platform for 'omics data

OpSafari / hypoarena

Scientific hypothesis-discovery workbench: grounded hypothesis-evidence graphs, synthetic literature with planted causal chains, generate-debate-evolve loops over pluggable offline adapters, Elo tournaments recovering planted skill order, paraphrase dedup, Bayesian evidence accumulation, reproducible reports. NumPy core, CPU-only torch extra.

brazilian-utils / python

Biblioteca de utilitários projetada para validar, gerar e manipular dados de acordo com as particularidades do Brasil 🇧🇷

holoviz / param

Declarative parameters for robust Python classes and a rich API for reactive programming

CyberAgentAILab / cmaes

Python library for CMA Evolution Strategy.

pathsim / pathsim

A Python native dynamical system simulation framework in the block diagram paradigm.

ethanfel / ComfyUI-MiniMax-H3-Guide

Guided MiniMax H3 prompt preparation node for ComfyUI

Tencent / AngelSpec

A unified, torch-native training framework for MTP and block-parallel speculative decoding.

Sheltercosmo / jev4pg

Established strong JEV based natural language to SQL performance and well-covered semantic operators for PostgreSQL(PG) with optimized cost and latency. Reusable evidence, with native execution, parallel plans and explainable embeddings in development preview.

dagoSte / squadra

Coordinate Claude, Codex and Cursor windows with shared tasks, acknowledgements, prechecks, parallel tests, source-bound proofs and independent review. Built-in skills recall lessons, simplify code and forecast work. Track progress, decisions and evidence in a bilingual local dashboard, with MCP plugins. Browse skills and verified security audits.

Instituto-IA-LNCC / manaca-1b-base

LLM aberto e reprodutível para o Português do Brasil An Open, Reproducible Brazilian-Portuguese Language Model

EveningStudy / asmr-dubber

日语／英语／中文音视频 → 中文/英文配音与字幕。支持音色克隆、双语混音、RTF 空间处理、人声分离、批量处理和仅字幕导出。JA/EN/ZH media → Chinese/English dubbing & subtitles. Voice cloning, bilingual mixing, RTF spatial processing, vocal separation, batch processing & subtitle-only export

edison-land / paragravity

Native, non-invasive parallel multi-account & sandbox manager for Google Antigravity

Zihan-Su / Self_Gradient_Forcing_Plus

Autoregressive video generation with decoupled context-writing and denoising parameters, enabling up to 24-hour generation from 5s training windows.

kiri603 / To-Sheet-Music-Skill

Automatically transforms mixed song recordings into playable five-piece school band arrangements through audio separation, music transcription, arrangement, and difficulty adjustment. Outputs include MIDI, print-ready PDF scores, and editable MuseScore (.mscz) files.将混音歌曲音频自动分轨、扒谱并改编为适合五人校园乐队演奏的伴奏总谱，支持难度调整，并输出 MIDI、PDF 总谱和可编辑的 MuseScore（.mscz）文件。

911waler / qbox

A toolkit for streamlined Quantum Espresso workflows—from input preparation to post-processing.

paradigma-inc / limite-violetto

A model for high-frequency mathematical intelligence.

apimart-api-ai-Aggregator / seedance-2.0-api

Seedance 2.0 API (seedance-2.0 / seedance-2.0-mini / seedance-2.0-fast): per-second pricing by resolution, text-to-video and image-to-video examples, parameters and limits.

Oruk-AI / orukeet

Orukeet: multilingual ASR with fitted, frozen Gabor kernels and native inference

Tratosca / rx3-toolkit

Mod your Pioneer XDJ-RX3