Ray

Ray

Anyscale
+
+

Related Products

  • Vertex AI
    713 Ratings
    Visit Website
  • RunPod
    141 Ratings
    Visit Website
  • Fraud.net
    56 Ratings
    Visit Website
  • Qloo
    23 Ratings
    Visit Website
  • Google Compute Engine
    1,117 Ratings
    Visit Website
  • MongoDB Atlas
    1,632 Ratings
    Visit Website
  • Kinde
    48 Ratings
    Visit Website
  • Inspired Portal
    6 Ratings
    Visit Website
  • Google Cloud Run
    259 Ratings
    Visit Website
  • Lumio
    189 Ratings
    Visit Website

About

Develop on your laptop and then scale the same Python code elastically across hundreds of nodes or GPUs on any cloud, with no changes. Ray translates existing Python concepts to the distributed setting, allowing any serial application to be easily parallelized with minimal code changes. Easily scale compute-heavy machine learning workloads like deep learning, model serving, and hyperparameter tuning with a strong ecosystem of distributed libraries. Scale existing workloads (for eg. Pytorch) on Ray with minimal effort by tapping into integrations. Native Ray libraries, such as Ray Tune and Ray Serve, lower the effort to scale the most compute-intensive machine learning workloads, such as hyperparameter tuning, training deep learning models, and reinforcement learning. For example, get started with distributed hyperparameter tuning in just 10 lines of code. Creating distributed apps is hard. Ray handles all aspects of distributed execution.

About

An end-to-end open source machine learning platform. TensorFlow is an end-to-end open source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries and community resources that lets researchers push the state-of-the-art in ML and developers easily build and deploy ML powered applications. Build and train ML models easily using intuitive high-level APIs like Keras with eager execution, which makes for immediate model iteration and easy debugging. Easily train and deploy models in the cloud, on-prem, in the browser, or on-device no matter what language you use. A simple and flexible architecture to take new ideas from concept to code, to state-of-the-art models, and to publication faster. Build, deploy, and experiment easily with TensorFlow.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

ML and AI Engineers, Software Developers

Audience

Organizations interested in a powerful open source machine learning platform

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 5.0 / 5
ease 4.5 / 5
features 5.0 / 5
design 5.0 / 5
support 5.0 / 5

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Anyscale
Founded: 2019
United States
ray.io

Company Information

TensorFlow
Founded: 2015
United States
www.tensorflow.org

Alternatives

Alternatives

Vertex AI

Vertex AI

Google
Vertex AI

Vertex AI

Google
AWS Neuron

AWS Neuron

Amazon Web Services

Categories

Categories

Machine Learning Features

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

Integrations

Amazon EC2 Trn2 Instances
Databricks Data Intelligence Platform
Feast
Flyte
MLflow
Python
io.net
Amazon EC2 P5 Instances
Amazon SageMaker Model Building
Dask
Gemma 2
GigaSpaces
ModelOp
NVIDIA FLARE
Qualcomm AI Hub
Segments.ai
Snorkel AI
Spark NLP
Unleash live
Unremot

Integrations

Amazon EC2 Trn2 Instances
Databricks Data Intelligence Platform
Feast
Flyte
MLflow
Python
io.net
Amazon EC2 P5 Instances
Amazon SageMaker Model Building
Dask
Gemma 2
GigaSpaces
ModelOp
NVIDIA FLARE
Qualcomm AI Hub
Segments.ai
Snorkel AI
Spark NLP
Unleash live
Unremot
Claim Ray and update features and information
Claim Ray and update features and information
Claim TensorFlow and update features and information
Claim TensorFlow and update features and information