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himl

A hierarchical yaml config in Python

ssm-starter

Loads AWS SSM Parameter Store parameters into local system environment variables and then executes your application.

tracetorch

A strict, ergonomic, and powerful library for SNNs, RNNs and SSMs in PyTorch.

ssm-diff

A human-friendly way of managing parameters in AWS SSM

awspub

AWS EC2 image publication tool

alma-cdk-cross-region-parameter

Store SSM Parameter into another AWS Region with AWS CDK

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.

ssmenv

SSMEnv allows you to read parameters from AWS Parameter Store and operate on results as on dictionary.

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

fuzzy-secret-stdout

Small utility to fuzzy search from a secret store and print the value to stdout

mamba-ssm-macos

(Unofficial) Mamba and Mamba 2 SSM implementation on Apple Silicon.

cloudsnake

Wrapping some useful AWS cli commands to operate some services like EC2, SSO and more

cdk-ssm-document

AWS CDK L3 construct for managing SSM Documents - DEPRECATED

secret-keeper

Manage your application secrets safe & easy

smcjax

Sequential Monte Carlo and particle filtering in JAX

python-aws-ssm

Python package that interfaces with AWS System Manager

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.

mambatransformer

Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling

env-resolver

Utility for resolving SSM Parameters and Secretsmanager Secrets

differential-transformer

An open source community implementation of the model from "DIFFERENTIAL TRANSFORMER" paper by Microsoft.

cdk-ssm-secure-iam-access-key

Creates an IAM Access Key for a provided IAM User and stores the result in an SSM SecureString Parameter

aws-ssm-bridge

Python bindings for AWS Systems Manager Session Manager protocol

simba-torch

Paper - Pytorch

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.