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TensorFlow
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  • Introduction
    New to TensorFlow?
  • Tutorials
    Learn how to use TensorFlow with end-to-end examples
  • Guide
    Learn framework concepts and components
  • Learn ML
    Educational resources to master your path with TensorFlow
API
  • TensorFlow (v2.16.1)
  • Versions…
  • TensorFlow.js
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Resources
  • LIBRARIES
  • TensorFlow.js
    Develop web ML applications in JavaScript
  • TensorFlow Lite
    Deploy ML on mobile, microcontrollers and other edge devices
  • TFX
    Build production ML pipelines
  • All libraries
    Create advanced models and extend TensorFlow
  • RESOURCES
  • Models & datasets
    Pre-trained models and datasets built by Google and the community
  • Tools
    Tools to support and accelerate TensorFlow workflows
  • Responsible AI
    Resources for every stage of the ML workflow
  • Recommendation systems
    Build recommendation systems with open source tools
Community
  • Groups
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    Guide for contributing to code and documentation
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    Stay up to date with all things TensorFlow
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    Discussion platform for the TensorFlow community
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TensorFlow
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  • Overview
  • Install
  • Guide
  • Overview
  • Distribution shapes
  • Distributions
  • Learnable distributions
  • Optimizers
  • TensorFlow Probability on JAX
  • Automatically Batched Joint Distributions
  • Distributed Inference with JAX
  • Tutorials
  • Probabilistic regression
  • Modeling COVID-19 spread in Europe
  • Estimation of undocumented SARS-CoV2 cases
  • Bayesian Gaussian mixture model
  • Bayesian switchpoint
  • Hierarchical eight schools model
  • Factorial mixture
  • Gaussian copula
  • Gaussian process latent variable model
  • Gaussian process regression
  • Generalized linear models
  • FFJORD bijector demo
  • Linear mixed effect models
  • Linear mixed effects with variational inference
  • Modeling with joint distributions
  • Multilevel modeling
  • Bayesian model selection
  • Variational auto encoders with probabilistic layers
  • Probabilistic PCA
  • Structural time series approximate inference
  • Structural time series