TensorFlow

TensorFlow is an open-source machine learning framework developed by Google, designed for numerical computation using data flow graphs. It provides a comprehensive ecosystem of tools, libraries, and community resources that allows researchers and developers to build and deploy machine…

Key facts

First appeared: 2015
Category: technology
Problem solved: TensorFlow was created to provide a robust, scalable, and flexible framework for building, training, and deploying large-scale neural networks and other machine learning models, overcoming the limitations of its predecessor, DistBelief, in terms of reusability, accessibility, and generalizability beyond Google's internal infrastructure.
Platforms: Android, iOS, Linux, Cloud TPUs, macOS, Raspberry Pi, Windows

Related technologies

Kubernetes
Keras
CUDA
cuDNN
Python
Google Cloud AI Platform
TensorBoard
scikit-learn
Pandas
NumPy
Docker
Jupyter Notebook

Notable users

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