Intel Labs

Repositories

• nlp-architect

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

  nlp deep-learning tensorflow nlu transformers pytorch deeplearning
  Python Apache-2.0 394 2,527 12 3 Updated Nov 17, 2020

• numba

  Forked from numba/numba

  NumPy aware dynamic Python compiler using LLVM
  Python BSD-2-Clause 723 11 8 0 Updated Nov 17, 2020

• OpenFederatedLearning
  Python Apache-2.0 8 23 0 1 Updated Nov 16, 2020

• TinyGarble2.0
  C++ 1 6 0 0 Updated Nov 16, 2020

• AVUC

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

  deep-learning uncertainty-neural-networks model-calibration uncertainty-quantification uncertainty-estimation variational-inference bayesian-deep-learning
  Python BSD-3-Clause 0 1 0 0 Updated Nov 11, 2020

• coach

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

  reinforcement-learning deep-learning mxnet tensorflow openai-gym rl starcraft
  Python Apache-2.0 371 1,860 72 (3 issues need help) 8 Updated Nov 9, 2020

• kAFL

  A fuzzer for full VM kernel/driver targets

  security validation research kernel firmware intel kvm
  Python 27 162 16 (3 issues need help) 0 Updated Nov 6, 2020

• emp-ot
  C++ 1 1 0 0 Updated Nov 5, 2020

• distiller

  Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

  deep-neural-networks jupyter-notebook pytorch regularization pruning quantization group-lasso
  Jupyter Notebook Apache-2.0 637 3,222 47 8 Updated Oct 28, 2020

• emp-tool
  C++ 1 1 0 0 Updated Oct 24, 2020

• Trans-Omics-Acceleration-Library
  C++ MIT 1 2 0 0 Updated Sep 23, 2020

• adversarial-robustness-toolbox

  Forked from Trusted-AI/adversarial-robustness-toolbox

  Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference
  Python MIT 537 0 0 0 Updated Aug 21, 2020

• numpy

  Forked from IntelPython/numpy

  The fundamental package for scientific computing with Python.
  C BSD-3-Clause 5,044 0 0 0 Updated Aug 18, 2020

• LLMLNCL
  C++ Apache-2.0 0 0 0 0 Updated Jul 20, 2020

• vdms

  VDMS: Your Favourite Visual Data Management System
  C++ MIT 15 39 30 (5 issues need help) 0 Updated Jul 17, 2020

• autonomousmavs

  Framework for Autonomous Navigation of Micro Aerial Vehicles
  C++ BSD-3-Clause 1 15 0 0 Updated Jul 13, 2020

• Kernels

  Forked from ParRes/Kernels

  This is a set of simple programs that can be used to explore the features of a parallel platform.
  C 75 0 0 0 Updated Jun 19, 2020

• pmgd

  Persistent Memory Graph Database
  C++ MIT 7 30 11 (1 issue needs help) 3 Updated May 17, 2020

• Sector-Oriented-Partial-Reconfiguration-Demonstrator

  Sector-Oriented Partial Reconfiguration Demonstrator
  Tcl MIT 0 0 0 0 Updated May 15, 2020

• SpMP

  sparse matrix pre-processing library

  matrix linear-algebra intel sparse sparse-linear-systems spmv triangular-solve
  C++ 7 58 2 0 Updated Jan 6, 2020

• DATSA

  DATSA
  C++ 1 6 0 0 Updated Nov 30, 2019

• pWord2Vec

  Parallelizing word2vec in shared and distributed memory
  C++ Apache-2.0 37 188 2 0 Updated Aug 9, 2019

• Latte.py
  Python 1 4 3 0 Updated Jul 2, 2019

• hpat-doc

  Documentation for HPAT
  0 0 0 0 Updated Apr 3, 2019

• vcl

  DEPRECATED - No longer maintained. Updates are will be provided through the VDMS project
  C++ MIT 4 4 0 1 Updated Mar 6, 2019

• TSAD-Evaluator

  Intel Labs open source repository for time series anomaly detection evaluator
  C++ MIT 5 29 0 0 Updated Feb 5, 2019

• SkimCaffe

  Caffe for Sparse Convolutional Neural Network

  sparsity caffe intel convolution pruning winograd
  C++ 68 230 16 1 Updated Apr 2, 2018

• HPAT.jl

  High Performance Analytics Toolkit (HPAT) is a Julia-based framework for big data analytics on clusters.
  Julia BSD-2-Clause 12 120 11 1 Updated Mar 29, 2018

• ParallelAccelerator.jl

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

  julia parallel-computing
  Julia BSD-2-Clause 30 291 41 0 Updated Oct 5, 2017

• LogReplicationRocksDB
  C++ Apache-2.0 1 2 0 0 Updated Sep 26, 2017