Intel Labs

Repositories

• bayesian-torch

  Bayesian-Torch is a library of neural network layers and utilities extending the core of PyTorch to enable the user to perform stochastic variational inference in Bayesian deep neural networks

  pytorch uncertainty-estimation bayesian-neural-networks bayesian-deep-learning stochastic-variational-inference
  Python BSD-3-Clause 6 52 0 0 Updated Jul 27, 2021

• vdms

  VDMS: Your Favourite Visual Data Management System
  C++ MIT 17 42 30 (5 issues need help) 2 Updated Jul 27, 2021

• numba

  Forked from numba/numba

  NumPy aware dynamic Python compiler using LLVM
  Python BSD-2-Clause 818 11 8 0 Updated Jul 23, 2021

• Trans-Omics-Acceleration-Library
  C++ MIT 1 5 0 0 Updated Jul 23, 2021

• kAFL

  A fuzzer for full VM kernel/driver targets

  security validation research kernel firmware intel kvm
  Python 42 245 16 (3 issues need help) 0 Updated Jul 21, 2021

• VDMS-Docker-Dependencies
  0 0 0 0 Updated Jul 14, 2021

• OSCAR

  Object Sensing and Cognition for Adversarial Robustness
  Jupyter Notebook BSD-3-Clause 1 15 0 0 Updated Jul 14, 2021

• scipy_proceedings

  Forked from scipy-conference/scipy_proceedings

  Tools used to generate the SciPy conference proceedings
  Python 370 0 0 0 Updated Jun 30, 2021

• 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-2.0 401 2,010 78 (3 issues need help) 8 Updated Jun 28, 2021

• chromium-mem-safety
  0 0 0 0 Updated Jun 19, 2021

• hotcrp

  Forked from kohler/hotcrp

  HotCRP conference review software
  PHP 90 0 0 0 Updated Jun 12, 2021

• 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-2.0 431 2,705 14 4 Updated Jun 10, 2021

• ALTO

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

  multicore tensor-decomposition sparse-tensors
  C++ MIT 1 1 0 0 Updated Jun 8, 2021

• 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 87 0 0 0 Updated Jun 7, 2021

• SLIDE_opt_ia
  C++ MIT 11 63 3 0 Updated Apr 13, 2021

• TSAD-Evaluator

  Intel Labs open source repository for time series anomaly detection evaluator
  C++ MIT 6 32 0 1 Updated Mar 19, 2021

• 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-2.0 704 3,588 60 9 Updated Feb 26, 2021

• ray

  Forked from ray-project/ray

  An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
  Python Apache-2.0 2,798 0 0 0 Updated Jan 19, 2021

• 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 3 23 0 0 Updated Jan 12, 2021

• TinyGarble2.0
  C++ 2 13 1 0 Updated Nov 16, 2020

• emp-ot
  C++ 1 2 0 0 Updated Nov 5, 2020

• emp-tool
  C++ 1 2 0 0 Updated Oct 24, 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 672 1 0 0 Updated Aug 21, 2020

• numpy

  Forked from IntelPython/numpy

  The fundamental package for scientific computing with Python.
  C BSD-3-Clause 5,696 0 0 0 Updated Aug 18, 2020

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

• autonomousmavs

  Framework for Autonomous Navigation of Micro Aerial Vehicles
  C++ BSD-3-Clause 2 28 1 0 Updated Jul 13, 2020

• pmgd

  Persistent Memory Graph Database
  C++ MIT 7 36 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++ 8 65 2 0 Updated Jan 6, 2020

• DATSA

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