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

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.

vision-mamba

Implementation of Vision Mamba from the paper: "Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model" It's 2.8x faster than DeiT and saves 86.8% GPU memory when performing batch inference to extract features on high-res images

spectomate

spectomate to narzędzie do konwersji projektów z pakietów pip do różnych środowisk opartych na conda (conda, miniconda, mamba, micromamba).

lmxlab

Transformer language models on Apple Silicon with MLX

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.

gpkg

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

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.

pydeps2env

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

s0-tuning

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

xontrib-pm

Persistent aliases for package managers.

statecraft

Store, manage and remix states for SSMs and other Stateful models

mamba-former

Paper - Pytorch

multi-model-trainers

Multi-Model-Trainer - Pytorch

alloy-mlx

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

gamba-torch

gamba - Pytorch

mamba-safe

A framework to generate 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.