optimization

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.

MICA - Towards Metrical Reconstruction of Human Faces [ECCV2022]

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

Splitting Conic Solver

The wise choice for Ruby memoization

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

Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/

🤗 Optimum Intel: Accelerate inference with Intel optimization tools

ET is a powerful application to improve performance, debloat, optimize and enhance privacy for Windows 10/11.

A framework for single/multi-objective optimization with metaheuristics

Glide Bitmap Pool is a memory management library for reusing the bitmap memory

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

Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs

Clarabel.rs: Interior-point solver for convex conic optimisation problems in Rust.

Use PyTorch Models with CasADi for data-driven optimization or learning-based optimal control. Supports Acados.

The Advanced Proximal Optimization Toolbox

🔥🔥🔥 ICLR 2025 Oral. Automating Agentic Workflow Generation.

Chromium browser compiled with the Clang/LLVM compiler.

Official repository for the paper "Grokfast: Accelerated Grokking by Amplifying Slow Gradients"

On-device Neural Engine

A Gentoo Portage configuration for building with -O3, Graphite, and LTO optimizations

MATLAB toolbox for optimization modeling

graph based intermediate representation and backend for optimising compilers

Module for statistical learning, with a particular emphasis on time-dependent modelling

A unified interface for optimization algorithms and experiments

Image conversion and optimization desktop app.

🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

PyLops – A Linear-Operator Library for Python

Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.