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Search: optimization · Language: Python · clear

tensorflow / model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

★ 1.6k Python 2d ago
sethblack / python-seo-analyzer

An SEO tool that analyzes the structure of a site, crawls the site, count words in the body of the site and warns of any technical SEO issues.

★ 1.5k Python 13d ago
evo-hq / evo

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

★ 1.5k Python 15d ago
Lightning-AI / lightning-thunder

PyTorch compiler that accelerates training and inference. Get built-in optimizations for performance, memory, parallelism, and easily write your own.

★ 1.5k Python 8d ago
Paritok-official / paritok-4b-v1

Non-destructive compression gateway for AI coding agents. Cuts token bills 25% on turn 1 to past 85% in long or saturated sessions, and fits ~3× more turns in the same context window. Powered by our open-source code-native 4B model. Drop-in for Claude Code, Cursor, Codex, OpenHands, and any BASE_URL agent.

★ 1.5k Python 14d ago
brayonpi / hexstellar

Turn any AI agent into a computational researcher. HexStellar Cortex delivers software-accelerated optimization, quantum computing, scientific computing, decision intelligence, and verifiable execution through a Python CLI and API—with certainty labels, verification receipts, examples, and a free sandbox. Start instantly: pip install hexstellar

★ 1.5k Python 1mo ago
pnnl / neuromancer

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

★ 1.4k Python 1d ago
PrunaAI / pruna

Pruna is a model optimization framework built for developers, enabling you to deliver faster, more efficient models with minimal overhead.

★ 1.3k Python 1d ago
e2nIEE / pandapower

Convenient Power System Modelling and Analysis based on PYPOWER and pandas

★ 1.3k Python today
thieu1995 / mealpy

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

★ 1.3k Python 27d ago
automl / SMAC3

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

★ 1.3k Python today
mpmath / mpmath

Python library for arbitrary-precision floating-point arithmetic

★ 1.2k Python 2d ago
ant-research / AntOmniEvo

An auto-evolution framework that optimizes anything — your 7×24 team of algorithm engineers.

★ 1.2k Python 1d ago
usamahz / cpu-performance-engineering

A reading path for CPU performance engineering, from one instruction to production inference. Primary sources only, with a runnable benchmark for every section.

★ 1.2k Python 12d ago
nnaisense / evotorch

Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

★ 1.1k Python 1d ago
RUC-NLPIR / ARPO

[ICLR 2026] Agentic Reinforced Policy Optimization (ARPO)

★ 1.1k Python 9d ago
Auriti-Labs / geo-optimizer-skill

Open-source Answer Engine Optimization (AEO) & Generative Engine Optimization (GEO) toolkit — audit, optimize & track whether ChatGPT, Perplexity, Gemini & Google AI Overviews cite your site. AI SEO / LLM SEO. CLI, Python, MCP, Astro.

★ 1.1k Python today
geoopt / geoopt

Riemannian Adaptive Optimization Methods with pytorch optim

★ 1.1k Python 2d ago
jarun / imgp

:camera_flash: Fast batch image resizer and rotator

★ 1.1k Python 16d ago
google / jaxopt

Hardware accelerated, batchable and differentiable optimizers in JAX.

★ 1.1k Python 4d ago
lucasrosati / claude-code-memory-setup

Up to 71.5x fewer tokens per session on Claude Code with Obsidian + Graphify. Persistent memory, codebase knowledge graphs, and chat import pipeline. 🇧🇷 PT-BR included.

★ 1.0k Python 13d ago
optiland / optiland

Comprehensive optical design, optimization, and analysis in Python, including GPU-accelerated and differentiable ray tracing via PyTorch.

★ 1.0k Python today
dgasmith / opt_einsum

⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.

★ 991 Python 6d ago
Bhanunamikaze / Agentic-SEO-Skill

An LLM-first SEO analysis skill for Antigravity, Codex, Claude with 16 specialized sub-skills, 10 specialist agents, and 88 optional utility scripts used as evidence collectors.

★ 978 Python 6d ago
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.

★ 959 Python today
cvg / GeoCalib

GeoCalib: Learning Single-image Calibration with Geometric Optimization (ECCV 2024)

★ 943 Python 6d ago
pymanopt / pymanopt

Python toolbox for optimization on Riemannian manifolds with support for automatic differentiation

★ 913 Python today
jjang-ai / vmlx

vMLX - Use MLX models easily - JANGQ (GGUF for MLX) - Not dependant on mlx_vlm

★ 898 Python today
MolecularAI / REINVENT4

AI molecular design tool for de novo design, scaffold hopping, R-group replacement, linker design and molecule optimization.

★ 879 Python 7d ago
xinyitang3 / cfnb

这是一个全自动的 Cloudflare CDN 节点优选工具。它通过 TCP 延迟筛选 + IP 可用性二次检测 + HTTP 延迟及抖动检测 + 真实带宽测速 多重机制,从多个公开数据源中聚合节点,自动识别并解析任意格式(标准代码、中文名、emoji国旗、JSON等),筛选出当前网络环境下速度最快、延迟最低、抖动最小的 Cloudflare IP,并支持自动更新至 Cloudflare DNS 以及同步至 GitHub 仓库,同时支持微信实时通知。

★ 858 Python today
hujjun / mcd-saver-strategist

麦当劳省钱点餐助手(麦门精算师)|麦当劳优惠券组合优化 Skill:拉取麦当劳菜单与全部可用优惠券,算出最省的点餐组合,巨无霸套餐 ¥47 → ¥21.9(省 53%)。McDonalds MCP(麦当劳 MCP)coupon optimizer · McDonalds China MCP Server · Agent Skill for WorkBuddy · 麦当劳程序员创意开发大赛参赛作品

★ 804 Python 1d ago
flaqai / backlink_skills

Awesome skills for submitting url to free websites. Get more backlinks for your website to get more traffic.

★ 789 Python today
aigclink / geolook

Open-source end-to-end GEO implementation: status analysis, diagnosis, strategy, tickets, execution, verification

★ 779 Python 2mo ago
fangvv / UAV-DDPG

Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"

★ 724 Python 12d ago
PyVRP / PyVRP

Open-source, state-of-the-art vehicle routing problem solver in an easy-to-use Python package.

★ 715 Python 3d ago
aimclub / FEDOT

Automated modeling and machine learning framework FEDOT

★ 712 Python today
BYU-PRISM / GEKKO

GEKKO Python for Machine Learning and Dynamic Optimization

★ 710 Python 1d ago
davidusb-geek / emhass

emhass: Energy Management for Home Assistant, is a Python module designed to optimize your home energy interfacing with Home Assistant.

★ 708 Python 3d ago
simpeg / simpeg

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

★ 690 Python today
Optima-CityU / LLM4AD_Next

A next-generation automatic algorithm design platform, making automated algorithm design more accessible and easier to use

★ 672 Python 2d ago
Ayzzz123 / mcd-coupon-strategist

麦麦省钱助手 —— 基于麦当劳 MCP 的点餐成本优化 Skill。算出当前门店最省钱的点餐方案,并主动提示凑单陷阱。

★ 664 Python 6d ago
NadirRouter / NadirClaw

Source-available LLM router and AI cost optimizer. Routes simple prompts to cheap or local models and complex ones to premium models, automatically. Drop-in OpenAI-compatible proxy for Claude Code, Codex, Cursor and OpenClaw. Self-hosted, no middleman.

★ 661 Python today
sunrainyg / RandOpt

Official Codebase for "Neural Thickets: Diverse Task Experts Are Dense Around Pretrained Weights" (ICML 2026 Spotlight)

★ 656 Python 29d ago
mlcommons / ck

Collective Knowledge (CK), Collective Mind (CM/CMX) and MLPerf automations: community-driven projects to learn how to run AI, ML, and other emerging workloads more efficiently and cost-effectively across diverse models, datasets, software, and hardware using MLPerf methodology and benchmarks.

★ 649 Python 1d ago
metaopt / torchopt

TorchOpt is an efficient library for differentiable optimization built upon PyTorch.

★ 639 Python 15d ago
inducer / loopy

A code generator for array-based code on CPUs and GPUs

★ 639 Python 2d ago
SanPen / VeraGrid

VeraGrid, a cross-platform power systems software written in Python with user interface, used in academia and industry.

★ 633 Python 5d ago
gugarosa / opytimizer

🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.

★ 632 Python 16d ago
aws-samples / service-screener-v2

A tool for customers to evaluate their AWS service configurations based on AWS and community best practices and receive recommendations on potential improvements.

★ 577 Python 15d ago
evelyyyyynnnnn / 4.0-Decision-Intelligence-Framework

A research-oriented framework for building optimization-driven decision intelligence systems, integrating causal inference, risk modeling, and AI pipelines for large-scale socio-technical systems

★ 563 Python 2d ago

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