Popular GitHub Repositories for Systolic Array

Algebraic enhancements for GEMM & AI accelerators

Research and Materials on Hardware implementation of Transformer Model

Tiny ASIC implementation for "The Era of 1-bit LLMs All Large Language Models are in 1.58 Bits" matrix multiplication unit

Designs for new Base array interface primitives, used widely through scientific machine learning (SciML) and other organizations

Recent advancements propelled by large language models (LLMs), encompassing an array of domains including Vision, Audio, Agent, Robotics, Fundamental Sciences such as Mathematics, and Ominous.

An experimental deep learning framework for Nim based on a differentiable array programming language

The official repo: "McNet: Fuse Multiple Cues for Multichannel Speech Enhancement", ICASSP 2023

The Official PyTorch Implementation of FN-SSL & IPDnet for Sound Source Localization [INTERSPEECH2023 & TASLP2024]

Machine Learning Demonstrations: A graphical interface to draw data, apply a diverse array of machine learning tools to it, and directly see the results in a visual and understandable manner.

A python implementation of “Self-Supervised Learning of Spatial Acoustic Representation with Cross-Channel Signal Reconstruction and Multi-Channel Conformer” [TASLP 2024]

microphone array speech generator (MASG) in room acoustic

A vast array of Multi-Modal Embodied Robotic Foundation Models!

GPU/CPU (CUDA) Implementation of "Recurrent Memory Array Structures", Simple RNN, LSTM, Array LSTM..

DP-HyperparamTuning offers an array of tools for fast and easy hypertuning of various hyperparameters for the DP-SGD algorithm.

Python package that extends Python protocol buffers with an `ndarray` type (ie the Numpy array type)

Tensor-like types – with variadic shapes – that support both static and runtime type checking, and convenient parsing

DocMind AI is a powerful, open-source Streamlit application leveraging LangChain and local Large Language Models (LLMs) via Ollama for advanced document analysis. Analyze, summarize, and extract insights from a wide array of file formats—securely and privately, all offline.

Interpolation of arbitrarily high dimensional array data

A open-source framework designed to adapt pre-trained Language Models (LLMs), such as Llama, Mistral, and Mixtral, to a wide array of domains and languages.

Multimodal formulation of IVA using conventional microphones and power sensing blinkies.