Optimizer Python Packages

sqlglot

Python SQL Parser and Transpiler

timm

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

sqlglotrs

Python SQL Parser and Transpiler

sqlglotc

Python SQL Parser and Transpiler

scour

Scour - An SVG Optimizer / Cleaner

torch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

acryl-sqlglot

Python SQL Parser and Transpiler

torchopt

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

cvxportfolio

Portfolio optimization and back-testing.

adv-optm

A family of highly efficient, lightweight yet powerful optimizers.

agentdescent

Gradient descent, but the parameters are agents — a parallel, asynchronous framework for self-evolving agents (skills, prompts, harnesses). Diffs are the gradients; the aggregator is the optimizer.

came-pytorch

[ACL 2023] The official implementation of "CAME: Confidence-guided Adaptive Memory Optimization"

adalflow

AdalFlow: The library to build & auto-optimize LLM applications.

rtc-tools

RTC-Tools is an open-source Python framework for modeling, simulation, and optimization of dynamic systems. Its core engine is domain-agnostic and extensible. It supports linear & nonlinear optimization, goal programming, and optimization under uncertainty. RTC-Tools is used to optimize networks of assets, such as reservoirs, pumps, and batteries.

greyjack

GreyJack Solver is a "jack of all trades" constraint metaheuristic solver for Python, built on the robust foundations of Rust and Polars

fms-model-optimizer

FMS Model Optimizer is a framework for developing reduced precision neural network models.

yoga

Converts and optimizes images and 3D models

fides

Trust Region Optimization in Python

draftfast

A tool to automate and optimize DraftKings and FanDuel lineup construction.

apollo-torch

APOLLO: SGD-like Memory, AdamW-level Performance; MLSys'25 Oustanding Paper Honorable Mention

tensorwaves

Python fitter package for multiple computational back-ends

rose-opt

🌹 Rose: Range-Of-Slice Equilibration PyTorch optimizer. Stateless optimization through range-normalized gradient updates.

adam-mini

Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793

upeepz80

A peephole optimizer for Z80 compilers that write lowercase Z80 assembly language. It shortens jumps to jr, builds djnz loops, changes call and ret pairs to jp, and removes dead stores.