Mamba Python Packages

py-rattler-build

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

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.

mambavision

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

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

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

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

multi-model-trainers

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

mlx-recurrence

A plug-in framework for linear-recurrence Metal kernels on Apple Silicon (SSD, GLA, RG-LRU)

lmxlab

Transformer language models on Apple Silicon with MLX

tracedistill

Distill teacher chains-of-thought into a LoRA adapter via a strict boxed-answer format contract and a two-phase Train→Nudge schedule (silver-medal NVIDIA Nemotron reasoning recipe).

recurrentlens

Mechanistic interpretability for State-Space Models: SAEs, feature visualization, and a Hub registry for Mamba/Mamba-2.

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

A python helper to generate conda environment files from project dependencies.

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.

gpkg

GPU package manager — find prebuilt CUDA wheels, build missing ones, generate uv pyproject.toml

alloy-mlx

Hybrid SSM-Attention language model on Apple Silicon with MLX

xontrib-pm

Persistent aliases for package managers.

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"

statecraft

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

mambabyte

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

mamba-safe

Generating Molecules with the Mamba architecture

orbit-memory

Intelligent-first memory decision engine for developers