Optimizer Python Packages

sqlglot

Python SQL Parser and Transpiler

63.5M 9K 1K

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

13.4M 37K 5K

sqlglotrs

Python SQL Parser and Transpiler

5.8M 9K 1K

sqlglotc

Python SQL Parser and Transpiler

1.1M 9K 1K

torch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

199K 3K 308

pytorch-optimizer

optimizer & lr scheduler & loss function collections in PyTorch

178K 412 38

scour

Scour - An SVG Optimizer / Cleaner

133K 872 66

yoga

Converts and optimizes images and 3D models

122K 112 13

acryl-sqlglot

Python SQL Parser and Transpiler

111K 9K 1K

adalflow

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

30K 4K 376

came-pytorch

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

27K 98 9

adv-optm

A family of highly efficient, lightweight yet powerful optimizers.

25K 28 2

fms-model-optimizer

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

24K 21 20

torchopt

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

9K 627 43

cvxportfolio

Portfolio optimization and back-testing.

9K 1K 284

lightrag

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

5K 4K 376

rose-opt

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

4K 60 4

apollo-torch

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

4K 358 19

adam-mini

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

4K 458 18

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, supporting linear and nonlinear optimization, goal programming, and optimization under uncertainty. RTC-Tools is used to optimize networks of assets, such as reservoirs, pumps, and batteries.

3K 19 11