Machine Learning

A set of python modules for machine learning and data mining

Client library to download and publish models, datasets and other repos on the huggingface.co hub

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow

Tensors and Dynamic neural networks in Python with strong GPU acceleration

TensorBoard lets you watch Tensors Flow

CUBLAS native runtime libraries

CUSPARSE native runtime libraries

cuDNN runtime libraries

Nvidia JIT LTO Library

CUFFT native runtime libraries

CUDA solver native runtime libraries

NVIDIA Collective Communication Library (NCCL) Runtime

CURAND native runtime libraries

CUDA profiling tools runtime libs.

CUDA Runtime native Libraries

NVRTC native runtime libraries

TensorBoard lets you watch Tensors Flow

Deep learning for humans.

TensorFlow is an open source machine learning framework for everyone.

NVIDIA Tools Extension

HuggingFace community-driven open-source library of datasets

MLflow is an open source platform for the complete machine learning lifecycle

NVIDIA cuSPARSELt

MLflow is an open source platform for the complete machine learning lifecycle

Toolbox for imbalanced dataset in machine learning

TensorFlow Estimator.

ONNX Runtime is a runtime accelerator for Machine Learning models

Fast data loading for TensorBoard

cuFile GPUDirect libraries

Ray provides a simple, universal API for building distributed applications.

TensorFlow Serving Python API.

A new flavour of deep learning operations

TF.Text is a TensorFlow library of text related ops, modules, and subgraphs.

TensorFlow IO

A library for efficient similarity search and clustering of dense vectors.

Python library for easily interacting with trained machine learning models

PyTorch native Metrics

A unified approach to explain the output of any machine learning model.

Python library for easily interacting with trained machine learning models

Ultralytics YOLO 🚀 for SOTA object detection, multi-object tracking, instance segmentation, pose estimation and image classification.

Fast, flexible, and advanced augmentation library for deep learning, computer vision, and medical imaging. Albumentations offers a wide range of transformations for both 2D (images, masks, bboxes, keypoints) and 3D (volumes, volumetric masks, keypoints) data, with optimized performance and seamless integration into ML workflows.

Pytorch version of Stable Baselines, implementations of reinforcement learning algorithms.

Containers for machine learning

CUBLAS native runtime libraries

Efficiently computes derivatives of NumPy code.

cuDNN runtime libraries

CUDA Runtime native Libraries

NVRTC native runtime libraries

HuggingFace community-driven open-source library of evaluation

Orbax Checkpoint