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•187k•1.2k•4.7k•Updated Nov 29, 2024Nov 29, 2024
mlir-hlo
Public
MLIR
•71•400•20•1•Updated Nov 29, 2024Nov 29, 2024
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
•711•2.1k•44•212•Updated Nov 29, 2024Nov 29, 2024
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•4.3k•942•276•Updated Nov 29, 2024Nov 29, 2024
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
•831•1.9k•38•15•Updated Nov 28, 2024Nov 28, 2024
tfjs-examples
Public
Examples built with TensorFlow.js
JavaScript
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Apache License 2.0
•2.3k•6.6k•0•137•Updated Nov 28, 2024Nov 28, 2024
models
Public
Models and examples built with TensorFlow
Python
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Other
•46k•77k•1.1k•180•Updated Nov 28, 2024Nov 28, 2024
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•61•53•Updated Nov 28, 2024Nov 28, 2024
transform
Public
Input pipeline framework
Python
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Apache License 2.0
•215•986•30•9•Updated Nov 27, 2024Nov 27, 2024
model-analysis
Public
Model analysis tools for TensorFlow
Python
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Apache License 2.0
•281•1.3k•24•14•Updated Nov 27, 2024Nov 27, 2024
profiler
Public
A profiling and performance analysis tool for TensorFlow
TypeScript
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Apache License 2.0
•56•360•73•79•Updated Nov 27, 2024Nov 27, 2024
examples
Public
TensorFlow examples
tensorflow tensorflow-examples
Jupyter Notebook
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Apache License 2.0
•7.4k•8k•0•135•Updated Nov 27, 2024Nov 27, 2024
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
•288•709•277•16•Updated Nov 26, 2024Nov 26, 2024
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
•446•2.8k•114•30•Updated Nov 26, 2024Nov 26, 2024
java
Public
Java bindings for TensorFlow
Java
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Apache License 2.0
•202•832•149•22•Updated Nov 26, 2024Nov 26, 2024
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•90•36•Updated Nov 25, 2024Nov 25, 2024
docs-l10n
Public
Translations of TensorFlow documentation
documentation translation localization tensorflow-tutorials tensorflow
Jupyter Notebook
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Apache License 2.0
•629•729•0•1•Updated Nov 25, 2024Nov 25, 2024
build
Public
Build-related tools for TensorFlow
Shell
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Apache License 2.0
•117•282•25•0•Updated Nov 25, 2024Nov 25, 2024
text
Public
Making text a first-class citizen in TensorFlow.
C++
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Apache License 2.0
•344•1.2k•86•104•Updated Nov 25, 2024Nov 25, 2024
metadata
Public
Utilities for passing TensorFlow-related metadata between tools
Python
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Apache License 2.0
•50•107•8•1•Updated Nov 24, 2024Nov 24, 2024
tfjs-models
Public
Pretrained models for TensorFlow.js
TypeScript
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Apache License 2.0
•4.4k•14k•1•195•Updated Nov 23, 2024Nov 23, 2024
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
•323•1.5k•189•40•Updated Nov 21, 2024Nov 21, 2024
fairness-indicators
Public
Tensorflow's Fairness Evaluation and Visualization Toolkit
tensorflow fairness-ml fairness-indicators
Jupyter Notebook
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Apache License 2.0
•80•343•5•21•Updated Nov 21, 2024Nov 21, 2024
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•624•71•Updated Nov 20, 2024Nov 20, 2024
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
•110•663•30•10•Updated Nov 20, 2024Nov 20, 2024
data-validation
Public
Library for exploring and validating machine learning data
Python
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Apache License 2.0
•174•765•25•13•Updated Nov 20, 2024Nov 20, 2024
tfx-bsl
Public
Common code for TFX
Python
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Other
•59•64•13•8•Updated Nov 20, 2024Nov 20, 2024
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•6.1k•1•9•Updated Nov 20, 2024Nov 20, 2024
tensorboard
Public
TensorFlow's Visualization Toolkit
TypeScript
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Apache License 2.0
•1.7k•6.7k•626•59•Updated Nov 19, 2024Nov 19, 2024
tfjs
Public
A WebGL accelerated JavaScript library for training and deploying ML models.
webgl machine-learning typescript deep-learning neural-network wasm web-assembly gpu-acceleration deep-neural-network javascript
TypeScript
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Apache License 2.0
•1.9k•19k•308•235•Updated Nov 19, 2024Nov 19, 2024