tensorflow

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108 repositories

tensorflow
Public
An Open Source Machine Learning Framework for Everyone
deep-neural-networks ml distributed python machine-learning deep-learning neural-network tensorflow
C++
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Apache License 2.0
•74k•188k•818•6.4k•Updated Feb 8, 2025Feb 8, 2025
tensorboard
Public
TensorFlow's Visualization Toolkit
TypeScript
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Apache License 2.0
•1.7k•6.8k•632•59•Updated Feb 7, 2025Feb 7, 2025
profiler
Public
A profiling and performance analysis tool for TensorFlow
TypeScript
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Apache License 2.0
•57•364•30•33•Updated Feb 7, 2025Feb 7, 2025
agents
Public
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
bandits contextual-bandits reinforcement-learning tensorflow dqn multi-armed-bandits rl-algorithms tf-agents
Python
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Apache License 2.0
•723•2.8k•199•1•Updated Feb 7, 2025Feb 7, 2025
models
Public
Models and examples built with TensorFlow
Python
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Other
•46k•77k•1.1k•181•Updated Feb 7, 2025Feb 7, 2025
transform
Public
Input pipeline framework
Python
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Apache License 2.0
•217•984•29•13•Updated Feb 7, 2025Feb 7, 2025
mlir-hlo
Public
MLIR
•72•406•20•1•Updated Feb 7, 2025Feb 7, 2025
text
Public
Making text a first-class citizen in TensorFlow.
C++
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Apache License 2.0
•347•1.2k•87•104•Updated Feb 7, 2025Feb 7, 2025
io
Public
Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
tensorflow filesystem streaming dataset tensorflow-io
C++
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Apache License 2.0
•291•717•281•17•Updated Feb 7, 2025Feb 7, 2025
tflite-micro
Public
Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).
C++
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Apache License 2.0
•852•2.1k•16•10•Updated Feb 7, 2025Feb 7, 2025
decision-forests
Public
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
python machine-learning random-forest tensorflow keras ml decision-trees gradient-boosting interpretability decision-forest
Python
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Apache License 2.0
•112•671•30•10•Updated Feb 7, 2025Feb 7, 2025
examples
Public
TensorFlow examples
tensorflow tensorflow-examples
Jupyter Notebook
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Apache License 2.0
•7.4k•8k•0•138•Updated Feb 7, 2025Feb 7, 2025
serving
Public
A flexible, high-performance serving system for machine learning models
python machine-learning deep-neural-networks deep-learning neural-network cpp tensorflow ml serving
C++
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Apache License 2.0
•2.2k•6.2k•57•57•Updated Feb 7, 2025Feb 7, 2025
runtime
Public
A performant and modular runtime for TensorFlow
C++
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Apache License 2.0
•122•759•40•4•Updated Feb 7, 2025Feb 7, 2025
model-optimization
Public
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
machine-learning sparsity compression deep-learning optimization keras ml model-compression quantized-training quantized-neural-networks
Python
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Apache License 2.0
•327•1.5k•192•42•Updated Feb 6, 2025Feb 6, 2025
tfjs-examples
Public
Examples built with TensorFlow.js
JavaScript
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Apache License 2.0
•2.3k•6.6k•0•135•Updated Feb 6, 2025Feb 6, 2025
tflite-support
Public
TFLite Support is a toolkit that helps users to develop ML and deploy TFLite models onto mobile / ioT devices.
C++
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Apache License 2.0
•129•390•95•14•Updated Feb 5, 2025Feb 5, 2025
java-models
Public
Models in Java
Java
•40•79•7•2•Updated Feb 5, 2025Feb 5, 2025
docs
Public
TensorFlow documentation
documentation machine-learning deep-neural-networks deep-learning tensorflow-tutorials tensorflow-examples tensorflow
Jupyter Notebook
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Apache License 2.0
•5.3k•6.2k•1•14•Updated Feb 5, 2025Feb 5, 2025
datasets
Public
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
data machine-learning numpy datasets jax tensorflow dataset
Python
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Apache License 2.0
•1.6k•4.4k•423•279•Updated Feb 4, 2025Feb 4, 2025
docs-l10n
Public
Translations of TensorFlow documentation
documentation translation localization tensorflow-tutorials tensorflow
Jupyter Notebook
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Apache License 2.0
•630•736•0•2•Updated Feb 3, 2025Feb 3, 2025
gnn
Public
TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.
gnn machine-learning deep-learning tensorflow
Python
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Apache License 2.0
•182•1.4k•15•21•Updated Feb 3, 2025Feb 3, 2025
graphics
Public
TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
Python
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Apache License 2.0
•365•2.8k•82•59•Updated Feb 3, 2025Feb 3, 2025
sig-tfjs
Public
TypeScript
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Apache License 2.0
•12•14•11•28•Updated Feb 1, 2025Feb 1, 2025
data-validation
Public
Library for exploring and validating machine learning data
Python
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Apache License 2.0
•176•767•25•13•Updated Jan 30, 2025Jan 30, 2025
probability
Public
Probabilistic reasoning and statistical analysis in TensorFlow
data-science machine-learning statistics deep-learning bayesian-methods neural-networks probabilistic-programming tensorflow
Jupyter Notebook
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Apache License 2.0
•1.1k•4.3k•632•73•Updated Jan 29, 2025Jan 29, 2025
neural-structured-learning
Public
Training neural models with structured signals.
keras neural-networks regularization adversarial-learning graph-learning tensorflow structured-signals
Python
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Apache License 2.0
•190•984•1•0•Updated Jan 29, 2025Jan 29, 2025
compression
Public
Data compression in TensorFlow
python machine-learning deep-neural-networks deep-learning neural-network tensorflow ml compression data-compression
Python
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Apache License 2.0
•253•869•10•0•Updated Jan 29, 2025Jan 29, 2025
cloud
Public
The TensorFlow Cloud repository provides APIs that will allow to easily go from debugging and training your Keras and TensorFlow code in a local environment to distributed training in the cloud.
cloud tensorflow keras gcp
Python
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Apache License 2.0
•91•377•60•15•Updated Jan 29, 2025Jan 29, 2025
privacy
Public
Library for training machine learning models with privacy for training data
machine-learning privacy
Python
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Apache License 2.0
•452•1.9k•91•37•Updated Jan 29, 2025Jan 29, 2025