HUAWEI Noah's Ark Lab

Repositories

• SMARTS

  Scalable Multi-Agent RL Training School for Autonomous Driving
  Python MIT 81 386 160 (10 issues need help) 29 Updated Aug 4, 2021

• CV-Backbones

  CV backbones including GhostNet, TinyNet and TNT.

  tensorflow pytorch transformer imagenet convolutional-neural-networks pretrained-models cvpr
  Python Apache-2.0 307 1,552 11 0 Updated Aug 4, 2021

• Speech-Backbones

  This is the main repository of open-sourced speech technology by Huawei Noah's Ark Lab.

  speech-synthesis speech-recognition speech-processing
  Jupyter Notebook 10 65 1 1 Updated Jul 28, 2021

• Pretrained-Language-Model

  Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

  quantization knowledge-distillation model-compression pretrained-language-model
  Python 356 1,829 38 2 Updated Jul 27, 2021

• noah-research

  Noah Research
  Jupyter Notebook 60 363 6 1 Updated Jul 22, 2021

• Pretrained-IPT
  Python Apache-2.0 12 107 6 0 Updated Jul 15, 2021

• Pruning

  Code for "Co-Evolutionary Compression for Unpaired Image Translation" (ICCV 2019), "SCOP: Scientific Control for Reliable Neural Network Pruning" (NeurIPS 2020) and “Manifold Regularized Dynamic Network Pruning” (CVPR 2021).

  model-compression network-pruning
  Python BSD-3-Clause 34 188 0 0 Updated Jul 16, 2021

• Data-Efficient-Model-Compression

  Data Efficient Model Compression

  knowledge-distillation model-compression
  Python BSD-3-Clause 96 429 2 0 Updated Jul 12, 2021

• multi_hyp_cc

  [CVPR2020] A Multi-Hypothesis Approach to Color Constancy

  pytorch convolutional-neural-networks cvpr whitebalance color-constancy cvpr2020
  Python 15 64 0 0 Updated Jul 11, 2021

• trustworthyAI

  trustworthy AI related projects
  Python 59 255 6 2 Updated Jul 9, 2021

• vega

  AutoML tools chain
  Python MIT 125 594 15 (1 issue needs help) 1 Updated Jul 5, 2021

• xingtian

  xingtian is a componentized library for the development and verification of reinforcement learning algorithms

  impala dqn reinforcement-learning-algorithms ppo muzero qmix
  Python MIT 49 178 2 0 Updated Jul 2, 2021

• bolt

  Bolt is a deep learning library with high performance and heterogeneous flexibility.

  android nlp ios arm mobile caffe deep-learning
  C++ MIT 112 581 9 0 Updated Jun 8, 2021

• BHT-ARIMA

  Code for paper: Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting (AAAI-20)

  time-series tensor-factorization tensor-decomposition arima-forecasting
  Python MIT 24 56 1 1 Updated Jun 8, 2021

• AdderNet

  Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

  pytorch imagenet convolutional-neural-networks efficient-inference cvpr2020
  Python BSD-3-Clause 145 778 12 0 Updated May 28, 2021

• benchmark
  HTML 37 45 0 0 Updated Mar 12, 2021

• streamDM

  Stream Data Mining Library for Spark Streaming
  Scala Apache-2.0 145 462 2 1 Updated Feb 24, 2021

• LegoNet

  A Pytorch implementation of "LegoNet: Efficient Convolutional Neural Networks with Lego Filters" (ICML 2019).
  Python BSD-3-Clause 13 135 0 0 Updated Oct 30, 2020

• Disout

  Code for AAAI 2020 paper, Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks (Disout).
  Python BSD-3-Clause 37 205 0 0 Updated Oct 30, 2020

• CARS

  [CVPR2020] CARS: Continuous Evolution for Efficient Neural Architecture Search
  19 100 4 0 Updated Jun 30, 2020

• Full-Stack-Filters

  Pytorch code for paper: Full-Stack Filters to Build Minimum Viable CNNs

  convolutional-neural-networks model-compression
  Python BSD-3-Clause 7 15 0 0 Updated Sep 10, 2019

• Versatile-Filters

  Pytorch code for paper: Learning Versatile Filters for Efficient Convolutional Neural Networks (NeurIPS 2018)

  convolutional-neural-networks model-compression
  Python BSD-3-Clause 16 76 0 0 Updated Sep 10, 2019

• BGCN

  A Tensorflow implementation of "Bayesian Graph Convolutional Neural Networks" (AAAI 2019).

  gcn bayesian-neural-networks graph-convolutional-network graph-learning graph-neural-networks graph-convolutional-neural-networks gnn
  Python MIT 40 114 0 0 Updated Sep 8, 2019

• streamDM-Cpp

  stream Machine Learning in C++
  C++ 34 56 0 0 Updated Jul 2, 2015