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tensorflow

All

40 repositories

metadata
Public
Utilities for passing TensorFlow-related metadata between tools
Python
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Apache License 2.0
•56•110•8•3•Updated Jul 23, 2025Jul 23, 2025
transform
Public
Input pipeline framework
Python
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Apache License 2.0
•221•986•28•15•Updated Jul 23, 2025Jul 23, 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•424•268•Updated Jul 23, 2025Jul 23, 2025
models
Public
Models and examples built with TensorFlow
Python
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Other
•46k•78k•1.1k•183•Updated Jul 21, 2025Jul 21, 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
•193•1.5k•17•21•Updated Jul 21, 2025Jul 21, 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•197•45•Updated Jul 23, 2025Jul 23, 2025
graphics
Public
TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
Python
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Apache License 2.0
•370•2.8k•83•59•Updated Jul 18, 2025Jul 18, 2025
model-analysis
Public
Model analysis tools for TensorFlow
Python
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Apache License 2.0
•284•1.3k•23•13•Updated Jul 16, 2025Jul 16, 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•380•60•16•Updated Jul 12, 2025Jul 12, 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
•113•688•32•13•Updated Jul 10, 2025Jul 10, 2025
tfx-bsl
Public
Common code for TFX
Python
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Other
•62•64•14•9•Updated Jul 1, 2025Jul 1, 2025
data-validation
Public
Library for exploring and validating machine learning data
Python
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Apache License 2.0
•182•773•25•13•Updated Jun 23, 2025Jun 23, 2025
tfx
Public
TFX is an end-to-end platform for deploying production ML pipelines
machine-learning tensorflow apache-beam
Python
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Apache License 2.0
•723•2.2k•25•221•Updated Jun 18, 2025Jun 18, 2025
lingvo
Public
Lingvo
nlp research tensorflow machine-translation distributed tts speech-synthesis mnist speech-recognition lm
Python
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Apache License 2.0
•450•2.8k•115•31•Updated Jun 18, 2025Jun 18, 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
•738•2.9k•206•1•Updated Jun 16, 2025Jun 16, 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
•465•2k•95•37•Updated Jun 13, 2025Jun 13, 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
•257•894•10•0•Updated Apr 29, 2025Apr 29, 2025
quantum
Public
An open-source Python framework for hybrid quantum-classical machine learning.
python api machine-learning google sdk algorithms qml tensorflow quantum machine-learning-algorithms
Python
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Apache License 2.0
•607•2k•116•31•Updated Apr 25, 2025Apr 25, 2025
addons
Public
Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
python machine-learning deep-learning neural-network tensorflow tensorflow-addons
Python
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Apache License 2.0
•615•1.7k•82•15•Updated Mar 26, 2025Mar 26, 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
•189•1k•1•0•Updated Jan 29, 2025Jan 29, 2025
hub
Public
A library for transfer learning by reusing parts of TensorFlow models.
python machine-learning tensorflow ml embeddings image-classification transfer-learning
Python
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Apache License 2.0
•1.7k•3.5k•14•1•Updated Jan 17, 2025Jan 17, 2025
recommenders
Public
TensorFlow Recommenders is a library for building recommender system models using TensorFlow.
tensorflow recommender recommender-system tensorflow-recommenders
Python
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Apache License 2.0
•292•2k•242•37•Updated Jan 16, 2025Jan 16, 2025
lattice
Public
Lattice methods in TensorFlow
Python
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Apache License 2.0
•95•519•11•1•Updated Jul 30, 2024Jul 30, 2024
similarity
Public archive
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
nearest-neighbor-search metric-learning cosine-similarity nearest-neighbors knn similarity-search similarity-learning simclr contrastive-learning simsiam
Python
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Apache License 2.0
•107•1k•62•9•Updated May 6, 2024May 6, 2024
ranking
Public archive
Learning to Rank in TensorFlow
machine-learning information-retrieval deep-learning learning-to-rank recommender-systems ranking
Python
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Apache License 2.0
•480•2.8k•79•12•Updated Mar 18, 2024Mar 18, 2024
tfhub.dev
Public archive
Python
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Apache License 2.0
•52•82•0•0•Updated Mar 18, 2024Mar 18, 2024
estimator
Public archive
TensorFlow Estimator
Python
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Apache License 2.0
•196•300•7•0•Updated Jan 23, 2024Jan 23, 2024
mesh
Public archive
Mesh TensorFlow: Model Parallelism Made Easier
Python
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Apache License 2.0
•256•1.6k•65•33•Updated Nov 17, 2023Nov 17, 2023
benchmarks
Public archive
A benchmark framework for Tensorflow
Python
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Apache License 2.0
•633•1.2k•90•9•Updated Oct 6, 2023Oct 6, 2023
model-card-toolkit
Public archive
A toolkit that streamlines and automates the generation of model cards
deep-learning transparency responsible-ai responsible-ml model-cards machine-learning tensorflow
Python
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Apache License 2.0
•92•437•8•1•Updated Jul 26, 2023Jul 26, 2023