NVIDIA Corporation

Repositories

• NeMo

  NeMo: a toolkit for conversational AI

  nlp deep-learning neural-network speech-recognition nlp-machine-learning
  Python 258 1,705 111 (1 issue needs help) 11 Updated Sep 3, 2020

• TensorRT

  TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

  deep-learning nvidia tensorrt
  C++ Apache-2.0 612 2,698 228 (6 issues need help) 22 Updated Sep 3, 2020

• NVTabular

  NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.
  Python Apache-2.0 21 113 67 5 Updated Sep 3, 2020

• spark-rapids

  Spark RAPIDS plugin - accelerate Apache Spark with GPUs
  Scala Apache-2.0 39 153 192 (10 issues need help) 12 Updated Sep 3, 2020

• aistore

  AIStore: scalable storage for AI applications

  deep-learning high-performance map-reduce erasure-coding object-storage commodity-hardware scale-out
  Go MIT 31 276 0 0 Updated Sep 3, 2020

• OpenSeq2Seq

  Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

  text-to-speech deep-learning tensorflow multi-node speech-synthesis speech-recognition seq2seq
  Python Apache-2.0 318 1,267 77 (2 issues need help) 6 Updated Sep 3, 2020

• DALI

  A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications

  python machine-learning deep-learning neural-network gpu image-processing gpu-tensorflow
  C++ 339 2,775 144 17 Updated Sep 3, 2020

• deepops

  Tools for building GPU clusters
  Jsonnet BSD-3-Clause 135 417 46 (1 issue needs help) 13 Updated Sep 2, 2020

• waveglow

  A Flow-based Generative Network for Speech Synthesis
  Python BSD-3-Clause 382 1,591 36 3 Updated Sep 3, 2020

• semantic-segmentation

  Nvidia Semantic Segmentation monorepo
  Python BSD-3-Clause 112 568 5 0 Updated Sep 2, 2020

• nvidia-docker

  Build and run Docker containers leveraging NVIDIA GPUs

  docker gpu cuda nvidia-docker
  Makefile Apache-2.0 1,539 11,707 101 0 Updated Sep 2, 2020

• TRTorch

  PyTorch/TorchScript compiler for NVIDIA GPUs using TensorRT
  1 package Jupyter Notebook BSD-3-Clause 23 277 33 (10 issues need help) 3 Updated Sep 1, 2020

• DeepLearningExamples

  Deep Learning Examples
  Python 1,304 4,556 77 12 Updated Sep 2, 2020

• gpu-operator

  NVIDIA GPU Operator creates/configures/manages GPUs atop Kubernetes
  Go Apache-2.0 35 213 25 (2 issues need help) 0 Updated Sep 2, 2020

• gpu-monitoring-tools

  Tools for monitoring NVIDIA GPUs on Linux
  C Apache-2.0 175 548 17 2 Updated Sep 1, 2020

• retinanet-examples

  Fast and accurate object detection with end-to-end GPU optimization

  python deep-learning neural-network pytorch object-detection tensorrt retinanet
  Python BSD-3-Clause 167 517 4 2 Updated Sep 1, 2020

• k8s-device-plugin

  NVIDIA device plugin for Kubernetes

  kubernetes
  Go Apache-2.0 275 850 30 4 Updated Sep 1, 2020

• gvdb-voxels

  Sparse volume compute and rendering on NVIDIA GPUs
  C BSD-3-Clause 99 402 17 0 Updated Sep 1, 2020

• hpc-container-maker

  HPC Container Maker

  docker hpc containers singularity
  Python Apache-2.0 49 224 3 2 Updated Aug 31, 2020

• ngc-container-replicator

  NGC Container Replicator

  deep-learning containers nvidia-docker nvidia-gpus
  Python BSD-3-Clause 8 12 2 (1 issue needs help) 1 Updated Aug 31, 2020

• spark-xgboost-examples

  XGBoost GPU accelerated on Spark example applications
  Jupyter Notebook Apache-2.0 10 17 2 0 Updated Aug 31, 2020

• HugeCTR

  HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training
  C++ Apache-2.0 57 217 17 3 Updated Aug 30, 2020

• Q2RTX

  NVIDIA’s implementation of RTX ray-tracing in Quake II
  C 74 615 30 6 Updated Aug 28, 2020

• PyProf

  A GPU performance profiling tool for PyTorch models
  Python Apache-2.0 12 191 2 1 Updated Aug 29, 2020

• mellotron

  Mellotron: a multispeaker voice synthesis model based on Tacotron 2 GST that can make a voice emote and sing without emotive or singing training data
  Jupyter Notebook BSD-3-Clause 95 473 26 5 Updated Aug 28, 2020

• VideoProcessingFramework

  Set of Python bindings to C++ libraries which provides full HW acceleration for video decoding, encoding and GPU-accelerated color space and pixel format conversions
  C++ Apache-2.0 61 404 15 (1 issue needs help) 0 Updated Aug 28, 2020

• flowtron

  Flowtron is an auto-regressive flow-based generative network for text to speech synthesis with control over speech variation and style transfer
  Jupyter Notebook Apache-2.0 56 413 25 5 Updated Aug 28, 2020

• rtx_compute_samples

  RTX compute samples
  C++ BSD-3-Clause 2 30 0 0 Updated Aug 27, 2020

• framework-determinism

  Providing determinism in deep learning frameworks
  Python Apache-2.0 15 167 3 (1 issue needs help) 1 Updated Aug 27, 2020

• pyxis

  Container plugin for Slurm Workload Manager
  C Apache-2.0 7 45 3 0 Updated Aug 27, 2020