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•833•5.6k•Updated Jan 4, 2025Jan 4, 2025
mlir-hlo
Public
MLIR
•72•401•20•1•Updated Jan 4, 2025Jan 4, 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•4.3k•422•278•Updated Jan 4, 2025Jan 4, 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•385•95•14•Updated Jan 3, 2025Jan 3, 2025
models
Public
Models and examples built with TensorFlow
Python
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Other
•46k•77k•1.1k•185•Updated Jan 3, 2025Jan 3, 2025
profiler
Public
A profiling and performance analysis tool for TensorFlow
TypeScript
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Apache License 2.0
•58•363•29•33•Updated Jan 3, 2025Jan 3, 2025
text
Public
Making text a first-class citizen in TensorFlow.
C++
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Apache License 2.0
•347•1.2k•86•104•Updated Jan 3, 2025Jan 3, 2025
tfjs-examples
Public
Examples built with TensorFlow.js
JavaScript
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Apache License 2.0
•2.3k•6.6k•0•137•Updated Jan 3, 2025Jan 3, 2025
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•345•5•25•Updated Jan 2, 2025Jan 2, 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•77•55•Updated Jan 2, 2025Jan 2, 2025
tfjs-wechat
Public
WeChat Mini-program plugin for TensorFlow.js
TypeScript
•105•558•24•20•Updated Jan 2, 2025Jan 2, 2025
docs-l10n
Public
Translations of TensorFlow documentation
documentation translation localization tensorflow-tutorials tensorflow
Jupyter Notebook
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Apache License 2.0
•632•734•0•2•Updated Dec 30, 2024Dec 30, 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
•290•712•279•16•Updated Dec 27, 2024Dec 27, 2024
sig-tfjs
Public
TypeScript
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Apache License 2.0
•12•14•11•28•Updated Dec 26, 2024Dec 26, 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
•716•2.1k•41•216•Updated Dec 24, 2024Dec 24, 2024
build
Public
Build-related tools for TensorFlow
Shell
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Apache License 2.0
•121•284•27•2•Updated Dec 24, 2024Dec 24, 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
•447•2.8k•114•30•Updated Dec 23, 2024Dec 23, 2024
tpu
Public
Reference models and tools for Cloud TPUs.
Jupyter Notebook
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Apache License 2.0
•1.8k•5.2k•268•43•Updated Dec 23, 2024Dec 23, 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
•837•2k•10•11•Updated Dec 23, 2024Dec 23, 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•311•238•Updated Dec 19, 2024Dec 19, 2024
tensorboard
Public
TensorFlow's Visualization Toolkit
TypeScript
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Apache License 2.0
•1.7k•6.8k•629•58•Updated Dec 18, 2024Dec 18, 2024
graphics
Public
TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
Python
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Apache License 2.0
•365•2.8k•82•61•Updated Dec 18, 2024Dec 18, 2024
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
•254•866•10•0•Updated Dec 17, 2024Dec 17, 2024
examples
Public
TensorFlow examples
tensorflow tensorflow-examples
Jupyter Notebook
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Apache License 2.0
•7.4k•8k•0•137•Updated Dec 17, 2024Dec 17, 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
•324•1.5k•191•39•Updated Dec 16, 2024Dec 16, 2024
runtime
Public
A performant and modular runtime for TensorFlow
C++
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Apache License 2.0
•123•758•40•4•Updated Dec 13, 2024Dec 13, 2024
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
•722•2.8k•200•1•Updated Dec 12, 2024Dec 12, 2024
tfjs-models
Public
Pretrained models for TensorFlow.js
TypeScript
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Apache License 2.0
•4.4k•14k•1•197•Updated Dec 10, 2024Dec 10, 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•630•71•Updated Dec 9, 2024Dec 9, 2024
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
•584•1.8k•113•25•Updated Dec 9, 2024Dec 9, 2024