NVIDIA Corporation

Repositories

• NeMo

  NeMo: a toolkit for conversational AI

  nlp deep-learning neural-network speech-recognition nlp-machine-learning
  Jupyter Notebook Apache-2.0 419 2,409 165 21 Updated Feb 20, 2021

• 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 46 290 95 13 Updated Feb 19, 2021

• aistore

  AIStore: scalable storage for AI applications

  deep-learning etl high-performance hyper-converged object-storage commodity-hardware petascale
  Go MIT 39 359 1 0 Updated Feb 20, 2021

• 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++ 383 3,093 194 20 Updated Feb 20, 2021

• TRTorch

  PyTorch/TorchScript compiler for NVIDIA GPUs using TensorRT

  machine-learning deep-learning cuda pytorch nvidia jetson tensorrt
  2 packages Jupyter Notebook BSD-3-Clause 46 545 49 (5 issues need help) 20 Updated Feb 20, 2021

• gdrcopy

  A fast GPU memory copy library based on NVIDIA GPUDirect RDMA technology

  linux libraries nvidia gpu-memory kernel-mode-driver gpudirect-rdma
  C MIT 84 395 19 (4 issues need help) 5 Updated Feb 20, 2021

• Bobber

  Containerized testing of system components that impact AI workload performance
  Python MIT 0 6 7 1 Updated Feb 19, 2021

• spark-rapids

  Spark RAPIDS plugin - accelerate Apache Spark with GPUs
  Scala Apache-2.0 67 261 332 (21 issues need help) 12 Updated Feb 20, 2021

• proxyfs
  Go Apache-2.0 21 51 14 12 Updated Feb 20, 2021

• cutlass

  CUDA Templates for Linear Algebra Subroutines

  deep-learning cuda deep-learning-library
  C++ BSD-3-Clause 184 1,076 35 3 Updated Feb 19, 2021

• thrust

  The C++ parallel algorithms library.

  cxx algorithms cpp gpu cpp14 cuda cpp11
  C++ 555 3,175 261 (1 issue needs help) 3 Updated Feb 19, 2021

• Imageinary

  Imageinary is a reproducible mechanism which is used to generate large image datasets at various resolutions. The tool supports multiple image types, including JPEGs, PNGs, BMPs, RecordIO, and TFRecord files
  Python Apache-2.0 0 9 0 0 Updated Feb 19, 2021

• libcudacxx

  The C++ Standard Library for your entire system.

  cxx cpp gpu llvm cpp14 cuda cpp11
  C++ 89 1,611 49 13 Updated Feb 19, 2021

• clara-dicom-adapter

  DICOM Adapter is a component of the Clara Deploy SDK which facilitates integration with DICOM compliant systems, enables ingestion of imaging data, helps triggering of jobs with configurable rules and offers pushing the output of jobs to PACS systems.

  ai csharp dicom nvidia medical healthcare medical-imaging
  C# 6 19 1 2 Updated Feb 19, 2021

• gpu-operator

  NVIDIA GPU Operator creates/configures/manages GPUs atop Kubernetes
  Go Apache-2.0 61 279 37 (1 issue needs help) 0 Updated Feb 19, 2021

• container-config

  Set up your container runtime with NVIDIA GPUs support
  Go Apache-2.0 3 5 0 0 Updated Feb 19, 2021

• flowtron

  Flowtron is an auto-regressive flow-based generative network for text to speech synthesis with control over speech variation and style transfer

  speech-synthesis
  Jupyter Notebook Apache-2.0 84 536 39 9 Updated Feb 19, 2021

• fsi-samples

  A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask.
  Jupyter Notebook Apache-2.0 59 163 7 1 Updated Feb 19, 2021

• apex

  A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
  Python BSD-3-Clause 699 5,054 432 22 Updated Feb 19, 2021

• ais-k8s

  Kubernetes Operator, helm charts, and production scripts for large-scale AIStore deployments on Kubernetes.
  Go MIT 2 8 0 0 Updated Feb 19, 2021

• DeepLearningExamples

  Deep Learning Examples
  C++ 1,598 5,489 84 18 Updated Feb 19, 2021

• deepops

  Tools for building GPU clusters
  Shell BSD-3-Clause 165 522 37 21 Updated Feb 19, 2021

• open-gpu-doc

  Documentation of NVIDIA chip/hardware interfaces
  C MIT 58 909 0 1 Updated Feb 19, 2021

• TensorRT

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

  deep-learning nvidia tensorrt
  C++ Apache-2.0 773 3,356 156 24 Updated Feb 19, 2021

• cheminformatics

  Facilitates searching, screening, and organizing large chemical databases
  Jupyter Notebook Apache-2.0 6 11 0 0 Updated Feb 19, 2021

• PyProf

  A GPU performance profiling tool for PyTorch models
  Python Apache-2.0 22 298 17 2 Updated Feb 18, 2021

• NVTX

  The NVIDIA® Tools Extension SDK (NVTX) is a C-based Application Programming Interface (API) for annotating events, code ranges, and resources in your applications.
  C Apache-2.0 5 27 2 1 Updated Feb 18, 2021

• nvtx-plugins

  Python bindings for NVTX
  Python Apache-2.0 10 52 8 6 Updated Feb 18, 2021

• fission

  Go package enabling the implementation of a multi-threaded low-level FUSE file system.
  Go Apache-2.0 2 2 3 0 Updated Feb 18, 2021

• nccl

  Optimized primitives for collective multi-GPU communication
  C++ 385 1,450 87 14 Updated Feb 18, 2021