TensorFlow
APIyesOSS—FREEyesDOCS4/5
TE7.2#5 of 35
outWeboutWindowsoutMacoutLinuxoutAndroidoutiOS
Ranked in Deep Learning Software ·Free plan
About
TensorFlow is ranked #5 of 35 in deep learning software on Inferse. It runs on Android, API, iOS, Linux, macOS, Self-hosted, Web, Windows. There is a free plan.
Compared on deep learning software
- Free plan
- Yestensorflow.org
- Training mode
- localtensorflow.org
- Deployment targets
- multipletensorflow.org
- GPU acceleration
- Yestensorflow.org
- Distributed training
- Yestensorflow.org
- Supported languages
- Python, Java, Go, JavaScripttensorflow.org
- Model formats
- SavedModel, Keras .keras, TensorFlow Lite (.tflite), TensorFlow.jstensorflow.org
Facts
- Product
- TensorFlow is an end-to-end platform for creating machine learning models that can run in different environments.tensorflow.org · 29 Sept 2026
- Model building
- TensorFlow offers the high-level Keras API, eager execution, and a Distribution Strategy API for distributed training.tensorflow.org · 29 Sept 2026
- Production deployment
- TensorFlow supports model deployment on servers, edge devices, and the web, with TFX for production pipelines, TensorFlow Lite for mobile and edge inference, and TensorFlow.js for JavaScript environments.tensorflow.org · 29 Sept 2026
- Ecosystem
- The TensorFlow ecosystem includes TensorFlow.js, LiteRT, tf.data, TFX, tf.keras, TensorFlow Datasets, and TensorBoard.tensorflow.org · 29 Sept 2026
- Integrations
- The TFX pipeline tutorial describes exporting pipeline source code that can be orchestrated with Apache Airflow and Apache Beam.tensorflow.org · 29 Sept 2026
- Responsible AI
- TensorFlow provides resources and tools addressing fairness, interpretability, privacy, and security in machine learning workflows.tensorflow.org · 29 Sept 2026
- Privacy tools
- The responsible AI toolkit lists TF Privacy for training models with privacy and TF Federated for federated learning.tensorflow.org · 29 Sept 2026
- Supported systems
- The install guide lists tested and supported 64-bit environments including Ubuntu, Windows, and macOS, plus WSL2 with GPU support marked experimental.tensorflow.org · 29 Sept 2026
- Platform limitation
- The install guide states that macOS has no GPU support for TensorFlow.tensorflow.org · 29 Sept 2026
- Browser development
- TensorFlow.js is described as a JavaScript library for training and deploying machine learning models in the browser, Node.js, mobile, and other environments.tensorflow.org · 29 Sept 2026
- Cloud learning option
- Google Colab runs TensorFlow tutorials in a browser-based Jupyter notebook environment with no installation or setup required.tensorflow.org · 29 Sept 2026
- Support
- TensorFlow directs users to its issue tracker, release notes, Stack Overflow, community forum, and announcement mailing list.tensorflow.org · 29 Sept 2026
- License and release
- TensorFlow's API and reference implementation were released as an open-source package under the Apache 2.0 license in November 2015.tensorflow.org · 29 Sept 2026
- Maker
- TensorFlow's whitepaper describes the system as built at Google.tensorflow.org · 29 Sept 2026
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Where it ranks on Inferse
Sources
- tensorflow.org· checked 29 Sept 2026
- tensorflow.org/about· checked 29 Sept 2026
- tensorflow.org/tfx/tutorials/tfx/components_keras· checked 29 Sept 2026
- tensorflow.org/responsible_ai· checked 29 Sept 2026
- tensorflow.org/install· checked 29 Sept 2026
- tensorflow.org/community· checked 29 Sept 2026
- tensorflow.org/about/bib· checked 29 Sept 2026