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Resources software - Deep Learning

Name Version Description Topic Availability Target user
Bazel 5.2.0

Bazel is a free software tool that allows for the automation of building and testing of software.

Deep Learning MARCONI100 all
Cineca-ai 2.1.0 (M100) 2.02 (G100)

The bulk of the package is based on OpenCE dedicated to AI which includes (for example) Tensorflow, Pytorch, XGBoost, and other related packages and dependencies.

Deep Learning GALILEO100, MARCONI100 all
Cudnn 8.0.4

NVIDIA cuDNN is a GPU-accelerated library of primitives for deep neural networks

Deep Learning MARCONI100 all
Dali 0.27.0 (M100)

DALI (R), the NVIDIA (R) Data Loading Library

Deep Learning MARCONI100 all
DeePMD 2.0 (M100) 2018 (MARCONI)

DeePMD-kit, a package written in Python/C++ that has been designed to minimize the effort required to build deep learning based representation of potential energy and force field and to perform molecular dynamics.

Chemistry, Deep Learning, Life Science, Physics MARCONI100 all
Detectron2 0.2.1

Detectron2 is Facebook AI Research's next generation software system that implements state-of-the-art object detection algorithms.

Deep Learning MARCONI100 all
Dlib 19.20

Dlib is a modern C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real world problems.

Deep Learning MARCONI100 all
Epic-Kitchens 100

EPIC-KITCHEN-100 dataset

Deep Learning MARCONI100 all
FFmpeg 4.1.4 (MARCONI) 4.1.4 (M100)

Collection of libraries and tools to process multimedia contents

Deep Learning, Production Environment MARCONI, MARCONI100 all
Go 1.17.3

Go is an open source programming language supported by Google

Deep Learning MARCONI100 all
Habitat 0.1.6

A platform for research in embodied artificial intelligence

Deep Learning MARCONI100 all
Horovod 0.20.0

Horovod is a distributed deep learning training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. The goal of Horovod is to make distributed deep learning fast and easy to use.

Deep Learning MARCONI100 all
ImageNet 2012

ImageNet ILSVRC 2012 dataset

Deep Learning MARCONI100 all
Jaxlib 0.1.55

Jaxlib with CUDA support

Deep Learning MARCONI100 all
Jupyter 1.0.0 (M100)

The Jupyter notebook is a web-based notebook environment for interactive computing.

Deep Learning MARCONI100 all
Kinetics 700

Kinetics700 dataset

Deep Learning MARCONI100 all
Llvmlite 0.34.0 (M100)

A lightweight LLVM python binding for writing JIT compilers.

Deep Learning MARCONI100 all
Ninja 1.10.1

Ninja is a small build system with a focus on speed.

Deep Learning MARCONI100 all
Nni 1.8

NNI (Neural Network Intelligence) is a lightweight but powerful toolkit to help users automate Feature Engineering, Neural Architecture Search, Hyperparameter Tuning and Model Compression.

Deep Learning MARCONI100 all
Opencv 4.3.0--gnu--8.4.0 (M100) 3.2.0 (MARCONI)

 OpenCV (Open Source Computer Vision Library) is an open source computer vision and machine learning software library.

Deep Learning, Visualisation MARCONI, MARCONI100 all
Protobuf 3.11.1 (M100) 3.2.0 (MARCONI)

Protocol Buffers - Google's data interchange format

Deep Learning MARCONI, MARCONI100 all
Py-Spy 0.3.3

py-spy is a sampling profiler for Python programs

Deep Learning MARCONI100 all
Pytorch 1.7 (M100) 1.1.0--python--3.6.4 (MARCONI)

PyTorch is an open source machine learning library

Deep Learning, Maths Libraries MARCONI, MARCONI100 all
Ray 1.2.0

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

Deep Learning MARCONI100 all
SciPy 1.5.1 (M100) 1.2.2 (MARCONI)

SciPy (pronounced “Sigh Pie”) is open-source software for mathematics, science, and engineering.

Deep Learning, Maths Libraries, Quantum Computing MARCONI, MARCONI100 all
TensorFlow 2.3.0 (M100) 1.10.0 (MARCONI)

TensorFlow is an open-source library of software for dataflow and differential programing for various tasks.

Deep Learning MARCONI, MARCONI100 all
WMLCE 1.7.0

IBM Watson Machin Learning and Deep Learning Framework

Deep Learning MARCONI100 all