TensorBoard

TensorBoard

Tensorflow
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+

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About

TensorBoard is TensorFlow's comprehensive visualization toolkit designed to facilitate machine learning experimentation. It enables users to track and visualize metrics such as loss and accuracy, visualize the model graph (operations and layers), view histograms of weights, biases, or other tensors as they change over time, project embeddings to a lower-dimensional space, and display images, text, and audio data. Additionally, TensorBoard offers profiling capabilities to optimize TensorFlow programs. These features collectively provide a suite of tools to understand, debug, and optimize TensorFlow programs, enhancing the machine learning workflow. In machine learning, to improve something you often need to be able to measure it. TensorBoard is a tool for providing the measurements and visualizations needed during the machine learning workflow. It enables tracking experiment metrics, visualizing the model graph, and projecting embeddings to a lower dimensional space.

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 Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Developers looking for a solution to optimize their TensorFlow programs

Audience

Organizations interested in a powerful open source machine learning platform

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

Free
Free Version Supported
Free Trial Not Supported

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:

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Reviews/Ratings

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

Pros & Cons from Real Users

Pros

  • TensorFlow is awesome for learning and executing machine learning, machine learning models, applications, and more. It's free and open source, and easy to get started.

Cons

  • Not much I don't like about TensorFlow. It's free and open source so how can you dislike it?

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Tensorflow
United States
www.tensorflow.org/tensorboard

Company Information

TensorFlow
Founded: 2015
United States
www.tensorflow.org

Alternatives

Visdom

Visdom

Meta

Alternatives

TF-Agents

TF-Agents

Tensorflow
Keepsake

Keepsake

Replicate

Categories

Categories

Machine Learning Features

Deep Learning Not Supported
ML Algorithm Library Not Supported
Model Training Supported
Natural Language Processing (NLP) Not Supported
Predictive Modeling Not Supported
Statistical / Mathematical Tools Supported
Templates Not Supported
Visualization Supported

Integrations

AWS Marketplace Not Supported
Akira AI Not Supported
Auger.AI Not Supported
Dataiku Not Supported
Determined AI Not Supported
EdgeCortix Not Supported
Flex83 Not Supported
GigaSpaces Not Supported
Graphcore Not Supported
IBM Distributed AI APIs Not Supported
ModelOp Not Supported
Modelbit Not Supported
Qualcomm Cloud AI SDK Not Supported
Segments.ai Not Supported
Tausight Not Supported
Vast.ai Not Supported
Weights & Biases Not Supported

Integrations

AWS Marketplace Supported
Akira AI Supported
Auger.AI Supported
Dataiku Supported
Determined AI Supported
EdgeCortix Supported
Flex83 Supported
GigaSpaces Supported
Graphcore Supported
IBM Distributed AI APIs Supported
ModelOp Supported
Modelbit Supported
Qualcomm Cloud AI SDK Supported
Segments.ai Supported
Tausight Supported
Vast.ai Supported
Weights & Biases Supported
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