Numerical Computing Python Packages

colss

colss is a lightweight expression evaluator for NumPy, Pandas, and Polars. It simplifies mathematical expressions while preserving memory efficiency and execution speed.

mtrc

Numerical computing framework for finite metric spaces in C++ and Python.

rmath-py

Drop-in numerical accelerator for Python, powered by Rust.

ozaki-jax

FP64-accurate linear algebra on BF16/FP32 hardware (TPU) via the Ozaki scheme, in JAX.

composite-resolve

Evaluate Python functions at points where they're undefined.

fluxem

Deterministic domain encoders with embedding-space arithmetic (IEEE-754 semantics)

weighted-mcc

Python package for calculating weighted Matthews Correlation Coefficient (MCC) and its multiclass extensions (ECC, MPC1, MPC2) with theoretical robustness guarantees.

ssblast

First open-source FP8 linear solver for consumer NVIDIA GPUs — 2-3x faster than cuBLAS FP64. pip install ssblast

synthfuse

Synth-Fuse: JAX-native fusion engine for swarm, RL & numerical algorithms. Write the spell, run the sigil, ship the kernel. One-liner recipes, JIT-sharp, TPU-ready.

metric-py

Metric python3 module

hiphop

A transparent neural network library for TensorFlow — simplicity with full control.