Projects in Awesome Lists by IntelLabs
A curated list of projects in awesome lists by IntelLabs .
https://nervanasystems.github.io/distiller/
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
automl-for-compression deep-neural-networks distillation early-exit group-lasso jupyter-notebook network-compression onnx pruning pruning-structures pytorch quantization regularization truncated-svd
Last synced: 09 Jul 2025
https://github.com/intellabs/distiller
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
automl-for-compression deep-neural-networks distillation early-exit group-lasso jupyter-notebook network-compression onnx pruning pruning-structures pytorch quantization regularization truncated-svd
Last synced: 27 Sep 2025
https://github.com/IntelLabs/distiller
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
automl-for-compression deep-neural-networks distillation early-exit group-lasso jupyter-notebook network-compression onnx pruning pruning-structures pytorch quantization regularization truncated-svd
Last synced: 20 Mar 2025
https://intellabs.github.io/distiller/
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
automl-for-compression deep-neural-networks distillation early-exit group-lasso jupyter-notebook network-compression onnx pruning pruning-structures pytorch quantization regularization truncated-svd
Last synced: 03 May 2025
https://github.com/intellabs/nlp-architect
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
bert deep-learning deeplearning dynet nlp nlu pytorch quantization tensorflow transformers
Last synced: 28 Sep 2025
https://github.com/IntelLabs/nlp-architect
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
bert deep-learning deeplearning dynet nlp nlu pytorch quantization tensorflow transformers
Last synced: 27 Mar 2025
https://github.com/intellabs/coach
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
carla coach deep-learning distributed-reinforcement-learning hierarchical-reinforcement-learning imitation-learning mujoco mxnet onnx openai-gym reinforcement-learning rl roboschool starcraft starcraft2 starcraft2-ai tensorflow
Last synced: 01 Oct 2025
https://github.com/IntelLabs/coach
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
carla coach deep-learning distributed-reinforcement-learning hierarchical-reinforcement-learning imitation-learning mujoco mxnet onnx openai-gym reinforcement-learning rl roboschool starcraft starcraft2 starcraft2-ai tensorflow
Last synced: 28 Mar 2025
https://github.com/intellabs/fastrag
Efficient Retrieval Augmentation and Generation Framework
benchmark colbert diffusion generative-ai information-retrieval knowledge-graph llm multi-modal nlp question-answering semantic-search sentence-transformers summarization transformers
Last synced: 14 May 2025
https://github.com/intellabs/control-flag
A system to flag anomalous source code expressions by learning typical expressions from training data
algorithms machine-learning machine-programming
Last synced: 08 Apr 2025
https://github.com/IntelLabs/control-flag
A system to flag anomalous source code expressions by learning typical expressions from training data
algorithms machine-learning machine-programming
Last synced: 07 May 2025
https://github.com/IntelLabs/fastRAG
Efficient Retrieval Augmentation and Generation Framework
benchmark colbert diffusion generative-ai information-retrieval knowledge-graph llm multi-modal nlp question-answering semantic-search sentence-transformers summarization transformers
Last synced: 24 Mar 2025
https://github.com/IntelLabs/RiverTrail
An API for data parallelism in JavaScript
Last synced: 09 May 2025
https://github.com/intellabs/rag-fit
Framework for enhancing LLMs for RAG tasks using fine-tuning.
evaluation fine-tuning information-retrieval llm nlp question-answering rag semantic-search
Last synced: 15 May 2025
https://github.com/IntelLabs/bayesian-torch
A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch
bayesian-deep-learning bayesian-inference bayesian-layers bayesian-neural-networks deep-learning deep-neural-networks pytorch stochastic-variational-inference uncertainty-estimation uncertainty-neural-networks uncertainty-quantification
Last synced: 09 Oct 2025
https://github.com/intellabs/bayesian-torch
A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch
bayesian-deep-learning bayesian-inference bayesian-layers bayesian-neural-networks deep-learning deep-neural-networks pytorch stochastic-variational-inference uncertainty-estimation uncertainty-neural-networks uncertainty-quantification
Last synced: 14 May 2025
https://github.com/IntelLabs/academic-budget-bert
Repository containing code for "How to Train BERT with an Academic Budget" paper
Last synced: 29 Apr 2025
https://github.com/IntelLabs/hexl
Intel Homomorphic Encryption Acceleration Library accelerates modular arithmetic operations used in homomorphic encryption by leveraging AVX512 and IFM52 available on Intel's 3rd Generation Xeon Scalable Processors and later
avx-512 cryptography homomorphic-encryption privacy
Last synced: 06 Nov 2025
https://github.com/intellabs/causality-lab
Causal discovery algorithms and tools for implementing new ones
causal-discovery causal-reasoning causality-algorithms constraint-based-causality explainable-ai transformers
Last synced: 13 Apr 2025
https://github.com/IntelLabs/pWord2Vec
Parallelizing word2vec in shared and distributed memory
Last synced: 04 May 2025
https://github.com/IntelLabs/riscv-vector
Vector Acceleration IP core for RISC-V*
Last synced: 22 Apr 2025
https://github.com/IntelLabs/matsciml
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.
ai dgl pytorch pytorch-lightning
Last synced: 08 Jul 2025
https://github.com/intellabs/matsciml
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.
ai dgl pytorch pytorch-lightning
Last synced: 04 Apr 2025
https://github.com/intellabs/riscv-vector
Vector Acceleration IP core for RISC-V*
Last synced: 04 Apr 2025
https://github.com/intellabs/model-compression-research-package
A library for researching neural networks compression and acceleration methods.
Last synced: 13 Jul 2025
https://github.com/intellabs/intelneuromorphicdnschallenge
Intel Neuromorphic DNS Challenge
Last synced: 04 May 2025
https://github.com/intellabs/vdms
VDMS: Your Favorite Visual Data Management System
Last synced: 16 May 2025
https://github.com/intellabs/baa-ngp
This repository contains the official Implementation for "BAA-NGP: Bundle-Adjusting Accelerated Neural Graphics Primitives".
Last synced: 30 Jun 2025
https://github.com/intellabs/gravi-t
Graph learning framework for long-term video understanding
graph-learning pytorch-geometric video-understanding
Last synced: 09 May 2025
https://github.com/intellabs/presifuzz
Pre-Silicon Hardware Fuzzing Toolkit
Last synced: 20 Aug 2025
https://github.com/intellabs/scenario_execution
Scenario Execution for Robotics
gazebo robotics robotics-simulation ros2 scenario scenario-testing simulation
Last synced: 06 Apr 2025
https://github.com/intellabs/fp8-emulation-toolkit
PyTorch extension for emulating FP8 data formats on standard FP32 Xeon/GPU hardware.
Last synced: 04 May 2025
https://github.com/intellabs/tsad-evaluator
Intel Labs open source repository for time series anomaly detection evaluator
Last synced: 04 May 2025
https://github.com/intellabs/open-omics-acceleration-framework
Intel lab's open sourced data science framework for accelerating digital biology
Last synced: 04 May 2025
https://github.com/intellabs/multimodal_cognitive_ai
research work on multimodal cognitive ai
Last synced: 04 May 2025
https://github.com/intellabs/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.
Last synced: 28 Oct 2025
https://github.com/intellabs/kafl.targets
Target components for kAFL/Nyx Fuzzer
Last synced: 07 Jul 2025
https://github.com/intellabs/dynas-t
Dynamic Neural Architecture Search Toolkit
Last synced: 19 Aug 2025
https://github.com/intellabs/hec-p-isa-tools
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.
accelerator code-generation compiler-toolset polynomial-data-type polynomial-rings
Last synced: 04 May 2025
https://github.com/intellabs/pycaliper
PyCaliper is Python-based tooling infrastructure that allows the verification and synthesis of specifications (properties) for RTL (e.g., Verilog, SystemVerilog)
Last synced: 22 Jul 2025
https://github.com/intellabs/oscar
Object Sensing and Cognition for Adversarial Robustness
Last synced: 04 May 2025
https://github.com/intellabs/csg
IV 2020 "CSG: Critical Scenario Generation from Real Traffic Accidents"
Last synced: 12 Jun 2025
https://github.com/intellabs/kafl.linux
Linux kernel branches for confidential compute research
Last synced: 14 Jul 2025
https://github.com/intellabs/pytorchalfi
Application Level Fault Injection for Pytorch
Last synced: 04 May 2025
https://github.com/intellabs/alto
A template-based implementation of the Adaptive Linearized Tensor Order (ALTO) format for storing and processing sparse tensors.
multicore sparse-tensors tensor-decomposition
Last synced: 10 Aug 2025
https://github.com/intellabs/ais-benchmarks
A framework, based on python and numpy, for evaluation of sampling methods
Last synced: 04 May 2025
https://github.com/intellabs/gma
Linux Client & Server Software to support Generic Multi-Access Network Virtualization
Last synced: 04 May 2025
https://github.com/intellabs/hybrid-quantum-classical-library
Hybrid Quantum-Classical Library (HQCL)
quantum quantum-algorithms quantum-computing
Last synced: 04 May 2025
https://github.com/intellabs/dfm
DFM (Deep Feature Modeling) is an efficient and principled method for out-of-distribution detection, novelty and anomaly detection.
Last synced: 04 May 2025
https://github.com/intellabs/polarfly
Source code repository for paper being presented at Super Computing 22 Conference.
Last synced: 04 May 2025
https://github.com/intellabs/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.
Last synced: 19 Sep 2025
https://github.com/intellabs/simics-plus-rtl
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.
Last synced: 19 Sep 2025
https://github.com/IntelLabs/SCAP
Statistical Calibrated Activation Pruning
Last synced: 07 Jan 2026
https://github.com/intellabs/networkgym
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.
Last synced: 12 Oct 2025
https://github.com/intellabs/incremental-neural-videos-with-pytorch
Incremental-Neural-Videos-with-PyTorch*
Last synced: 04 May 2025
https://github.com/intellabs/mlwins
Machine Learning for Wireless Networking Systems Simulator
Last synced: 04 May 2025
https://github.com/intellabs/tsad-ef
Time-Series Anomaly Detection Evaluation Framework
Last synced: 01 Mar 2025
https://github.com/intellabs/parsac
This is the implementation of the Parallel Simulated Annealing with Constraints (PARSAC) algorithm
Last synced: 19 Sep 2025
https://github.com/intellabs/intelquantumsdk-docker-dependencies
Docker dependencies for Intel® Quantum Software Development Kit (SDK)
Last synced: 01 Mar 2025
https://github.com/intellabs/lrpc
lRPC is a lean and low-latency RPC (remote procedure call) framework
Last synced: 01 Mar 2025
https://github.com/intellabs/synthetic-radio-frequency-data-generator
Python tool to generate synthetic radio frequency (RF) datasets
Last synced: 04 May 2025