TensorFlow ecosystem

E428633
machine learning ecosystem software ecosystem

The TensorFlow ecosystem is a comprehensive suite of tools, libraries, and extensions built around the TensorFlow machine learning framework to support model development, training, deployment, and visualization.

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All labels observed (2)

Label Occurrences
TensorFlow ecosystem canonical 3
TensorFlow Data Validation 1

Statements (69)

Predicate Object
instanceOf machine learning ecosystem ⓘ
software ecosystem ⓘ
builtAround TensorFlow NERFINISHED ⓘ
developedBy Google NERFINISHED ⓘ
Google Brain team NERFINISHED ⓘ
hasCommunity TensorFlow Special Interest Groups NERFINISHED ⓘ
TensorFlow user groups ⓘ
includesComponent Keras NERFINISHED ⓘ
TF Agents NERFINISHED ⓘ
TF Data Validation NERFINISHED ⓘ
TF Model Analysis NERFINISHED ⓘ
TF Transform NERFINISHED ⓘ
TFX Pipelines NERFINISHED ⓘ
TensorBoard NERFINISHED ⓘ
TensorFlow Addons NERFINISHED ⓘ
TensorFlow Addons SIG NERFINISHED ⓘ
TensorFlow Cloud NERFINISHED ⓘ
TensorFlow Core NERFINISHED ⓘ
TensorFlow Datasets NERFINISHED ⓘ
TensorFlow Decision Forests NERFINISHED ⓘ
TensorFlow Extended NERFINISHED ⓘ
TensorFlow Federated NERFINISHED ⓘ
TensorFlow Graphics NERFINISHED ⓘ
TensorFlow Hub NERFINISHED ⓘ
TensorFlow I/O NERFINISHED ⓘ
TensorFlow Lite NERFINISHED ⓘ
TensorFlow Metal NERFINISHED ⓘ
TensorFlow Model Garden NERFINISHED ⓘ
TensorFlow Privacy NERFINISHED ⓘ
TensorFlow Probability NERFINISHED ⓘ
TensorFlow Ranking NERFINISHED ⓘ
TensorFlow Recommenders NERFINISHED ⓘ
TensorFlow Serving NERFINISHED ⓘ
TensorFlow Text NERFINISHED ⓘ
TensorFlow.js NERFINISHED ⓘ
tf.data API NERFINISHED ⓘ
integratesWith Apache Beam NERFINISHED ⓘ
Google Cloud AI Platform NERFINISHED ⓘ
Jupyter Notebooks NERFINISHED ⓘ
Kubernetes NERFINISHED ⓘ
license Apache License 2.0 ⓘ
programmingLanguage C++ ⓘ
Go NERFINISHED ⓘ
Java ⓘ
JavaScript ⓘ
Python ⓘ
Swift (historical support) ⓘ
provides MLOps tooling ⓘ
data input pipelines ⓘ
monitoring and logging tools ⓘ
pretrained models ⓘ
supports GPU acceleration ⓘ
TPU acceleration ⓘ
distributed training ⓘ
machine learning model development ⓘ
model deployment ⓘ
model serving ⓘ
model training ⓘ
model visualization ⓘ
targetPlatform cloud ⓘ
embedded devices ⓘ
mobile devices ⓘ
web browsers ⓘ
useCase computer vision ⓘ
natural language processing ⓘ
recommendation systems ⓘ
speech recognition ⓘ
time series forecasting ⓘ
website https://www.tensorflow.org/ ⓘ

Referenced by (4)

Full triples — surface form annotated when it differs from this entity's canonical label.

TensorBoard → partOf → TensorFlow ecosystem ⓘ
TensorFlow Hub → isPartOf → TensorFlow ecosystem ⓘ
François Chollet → associatedWith → TensorFlow ecosystem ⓘ
TensorFlow Extended → usesLibrary → TensorFlow ecosystem ⓘ
this entity surface form: TensorFlow Data Validation