Zeroth Order Optimization Python Packages

optiprofiler

Benchmarking optimization solvers.

pdfo

Powell's Derivative-Free Optimization solvers.

pypop7

[JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* algorithm variants. In the near future, we will add Learning-Based Optimizers as its extensions. [https://jmlr.org/papers/v25/23-0386.html]

humpday

SOTA Black-box optimization (Python and JS) without the baggage

zeroth-learn

NumPy implementation of vectorized zeroth-order neural-network training, validated on MNIST.

torchzero

Modular optimization library for PyTorch (work-in-progress).