Discover IntelLabs/DATSA Open Source project

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

4,332

nlp-architect

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

2,936

coach

A system to flag anomalous source code expressions by learning typical expressions from training data

2,321

control-flag

Efficient Retrieval Augmentation and Generation Framework

1,241

fastRAG

Haskell Research Compiler

1,194

flrc

Standard ML

814

RiverTrail

An API for data parallelism in JavaScript

JavaScript

748

kAFL

A fuzzer for full VM kernel/driver targets

Makefile

636

bayesian-torch

A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch

Repository containing code for "How to Train BERT with an Academic Budget" paper

503

academic-budget-bert

The ParallelAccelerator package, part of the High Performance Scripting project at Intel Labs

308

ParallelAccelerator.jl

Framework for enhancing LLMs for RAG tasks using fine-tuning.

294

RAGFoundry

Caffe for Sparse Convolutional Neural Network

289

SkimCaffe

Parallelizing word2vec in shared and distributed memory

238

pWord2Vec

Causal discovery algorithms and tools for implementing new ones

191

causality-lab

Open MatSci ML Toolkit is a framework for prototyping and scaling out deep learning models for materials discovery supporting widely used materials science datasets, and built on top of PyTorch Lightning, the Deep Graph Library, and PyTorch Geometric.

167

matsciml

Vector Acceleration IP core for RISC-V*

143

riscv-vector

Scala

136

Model-Compression-Research-Package

A library for researching neural networks compression and acceleration methods.

Intel Neuromorphic DNS Challenge

134

IntelNeuromorphicDNSChallenge

Official implementation of L-MAGIC

126

MMPano

Recurrent Neural Network Language Modeling (RNNLM) Toolkit

123

rnnlm

High Performance Analytics Toolkit (HPAT) is a Julia-based framework for big data analytics on clusters.

121

HPAT.jl

PyTorch extension for emulating FP8 data formats on standard FP32 Xeon/GPU hardware.

120

FP8-Emulation-Toolkit

ScalableVectorSearch

Visual Language Transformer Interpreter - An interactive visualization tool for interpreting vision-language transformers

VL-InterpreT

VDMS: Your Favorite Visual Data Management System

vdms

sparse matrix pre-processing library

SpMP

SLIDE_opt_ia

CLNeRF

This repository contains the official Implementation for "BAA-NGP: Bundle-Adjusting Accelerated Neural Graphics Primitives".

baa-ngp

Framework for Autonomous Navigation of Micro Aerial Vehicles

autonomousmavs

research work on multimodal cognitive ai

multimodal_cognitive_ai

A high-performance DSL for deep neural networks in Julia

Latte.jl

Code to accompany the paper 'Improving model calibration with accuracy versus uncertainty optimization'.

AVUC

Graph learning framework for long-term video understanding

GraVi-T

Pre-Silicon Hardware Fuzzing Toolkit

PreSiFuzz

Rust

pmgd

Persistent Memory Graph Database

Intel Labs open source repository for time series anomaly detection evaluator

TSAD-Evaluator

Intel lab's open sourced data science framework for accelerating digital biology

Open-Omics-Acceleration-Framework

Auto-Steer

FloorSet

SAR

kafl.fuzzer

CompilerTools.jl

The CompilerTools package, part of the High Performance Scripting project at Intel Labs

TinyGarble2.0

Productive and portable performance programming across spatial architectures (FPGAs, etc.) and vector architectures (GPUs, etc.)

t2sp

Dynamic Neural Architecture Search Toolkit

DyNAS-T

A collection of example workloads for Parallel JavaScript

ParallelJavaScript

HTML

kafl.targets

Target components for kAFL/Nyx Fuzzer

continuallearning

Intel Heterogeneous Research Compiler (iHRC)

iHRC

Scenario Execution for Robotics

scenario_execution

Pillar compiler, Pillar runtime, garbage collector.

flrc-lib

lvlm-interpret

iACT

Object Sensing and Cognition for Adversarial Robustness

OSCAR

MISIM: A Neural Code Semantics Similarity System Using the Context-Aware Semantics Structure

MICSAS

mat2qubit

IV 2020 "CSG: Critical Scenario Generation from Real Traffic Accidents"

csg

Julia package for accelerating sparse matrix applications.

Sparso

open-omics-alphafold

Modular Adversarial Robustness Toolkit

MART

Trans-Omics-Acceleration-Library

HTML

Hardware-Aware-Automated-Machine-Learning

Linux kernel branches for confidential compute research

kafl.linux

c3-simulator

C3-Simulator is a Simics-based functional simulator for the X86 C3 processor, including library and kernel support for pointer and data encryption, stack unwinding support for C++ exception handling, debugger enabling, and scripting for running tests.

VectorSearchDatasets

Benchmarks for use with IntelLabs/flrc.

flrc-benchmarks

Haskell

ais-benchmarks

A framework, based on python and numpy, for evaluation of sampling methods

A template-based implementation of the Adaptive Linearized Tensor Order (ALTO) format for storing and processing sparse tensors.

ALTO

Intel’s HERACLES accelerator introduces a new set of fundamental instructions, the Polynomial Instructions Set Architecture (P-ISA) that operates directly on polynomials requiring a completely new programming environment. This open-source project aims at developing the building blocks for a compiler toolchain for HERACLES.

hec-p-isa-tools

Application Level Fault Injection for Pytorch

PyTorchALFI

An interactive shell in your browser for writing and running River Trail programs

RiverTrail-interactive

JavaScript

gma

Linux Client & Server Software to support Generic Multi-Access Network Virtualization

DFM (Deep Feature Modeling) is an efficient and principled method for out-of-distribution detection, novelty and anomaly detection.

dfm

Segment-of-interest low-communication FFT algorithm

SOI_FFT

vcl

DEPRECATED - No longer maintained. Updates are will be provided through the VDMS project

Hybrid Quantum-Classical Library (HQCL)

Hybrid-Quantum-Classical-Library

Semantic Preserving Image Compression

spic

Intel Generative Image Model Benchmark

generative-ai

Optimized-Implementation-of-Word-Movers-Distance

token_elimination

NeuroCounterfactuals

Source code repository for paper being presented at Super Computing 22 Conference.

c3-glibc

PolarFly

Pattern Based Aspect Term Extraction

aspect-extraction

NetworkGym is a Simulation-aaS framework to support Network AI algorithm development by providing high-fidelity full-stack e2e network simulation in cloud and allowing AI developers to interact with the simulated network environment through open APIs.

networkgym

Latte.py

HDFIT (Hardware Design Fault Injection Toolkit) Github documentation pages.

HDFIT

TME-MK-Fine-Grained-Encryption-Integrity

Makefile

EquiTriton

EquiTriton is a project that seeks to implement high-performance kernels for commonly used building blocks in equivariant neural networks, enabling compute efficient training and inference.

Incremental-Neural-Videos-with-PyTorch*

Incremental-Neural-Videos-with-PyTorch

This project contains the Chisel code for a CRC32 datapath alongside a skeleton PCI component in Simics DML which connects to the C++ conversion of the CRC32 datapath.

kafl.qemu

simics-plus-rtl

Scala

Chisel-cocotb-Examples

This project contains generic example hardware modules and their testbenches written in Chisel and cocotb to demonstrate an agile hardware development methodology.

LogReplicationRocksDB

emp-ot

kafl.libxdc

kafl.actions

Github actions for KAFL

100

emp-tool