Mamba Python Packages

py-rattler-build

rattler-build is a universal Conda package builder for Windows, macOS and Linux (like conda-build but faster)

mambavision

[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone

vision-mamba

Vision Mamba - Pytorch

mambular

DeepTab is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and distributional regression tasks. It includes models such as Mambular, TabM, FT-Transformer, TabulaRNN, TabTransformer, and tabular ResNets.

spectomate

Modularny konwerter formatów pakietów Python

deeptab

DeepTab is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and distributional regression tasks. It includes models such as Mambular, TabM, FT-Transformer, TabulaRNN, TabTransformer, and tabular ResNets.

multi-model-trainers

An experimental repository on research for training multiple models all at once in an evolutionary capacity!

lmxlab

Transformer language models on Apple Silicon with MLX

mmm-zeta

A novel implementation of fusing ViT with Mamba into a fast, agile, and high performance Multi-Modal Model. Powered by Zeta, the simplest AI framework ever.

gpkg

GPU package manager — find prebuilt CUDA wheels, build missing ones

pydeps2env

Creates a conda environment.yml file from python package dependencies (e.g. from pyproject.toml or setup.cfg files).

gamba-torch

Implementation of PyTorch: "GAMBA: MARRY GAUSSIAN SPLATTING WITH MAMBA FOR SINGLE-VIEW 3D RECONSTRUCTION"

s0-tuning

Tune the initial recurrent state of hybrid models. Zero inference overhead.

alloy-mlx

Hybrid SSM-Attention language model on Apple Silicon with MLX — interleaving Mamba-2 and Transformer for efficient inference

xontrib-pm

Persistent aliases for package managers.

statecraft

Statecraft - Load, store and remix states for SSMs, Mamba and Stateful models

mamba-former

Implementation of MambaFormer in Pytorch ++ Zeta from the paper: "Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning Tasks"

mamba-safe

Generating Molecules with the Mamba architecture

mambabyte

Implementation of MambaByte in "MambaByte: Token-free Selective State Space Model" in Pytorch and Zeta

orbit-memory

Memory for developers - Your agents forget everything. We fix that.