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•832•5.8k•Updated Jan 18, 2025Jan 18, 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
•585•1.8k•112•29•Updated Jan 18, 2025Jan 18, 2025
mlir-hlo
Public
MLIR
•72•402•20•1•Updated Jan 17, 2025Jan 17, 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•26•Updated Jan 17, 2025Jan 17, 2025
profiler
Public
A profiling and performance analysis tool for TensorFlow
TypeScript
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Apache License 2.0
•56•363•30•34•Updated Jan 17, 2025Jan 17, 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•376•60•17•Updated Jan 17, 2025Jan 17, 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•424•277•Updated Jan 17, 2025Jan 17, 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
•842•2k•13•15•Updated Jan 17, 2025Jan 17, 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•12•1•Updated Jan 17, 2025Jan 17, 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
•181•1.4k•15•20•Updated Jan 17, 2025Jan 17, 2025
models
Public
Models and examples built with TensorFlow
Python
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Other
•46k•77k•1.1k•182•Updated Jan 17, 2025Jan 17, 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
•720•2.8k•200•1•Updated Jan 17, 2025Jan 17, 2025
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•315•243•Updated Jan 16, 2025Jan 16, 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•56•55•Updated Jan 16, 2025Jan 16, 2025
text
Public
Making text a first-class citizen in TensorFlow.
C++
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Apache License 2.0
•346•1.2k•86•103•Updated Jan 16, 2025Jan 16, 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
•284•1.9k•236•37•Updated Jan 16, 2025Jan 16, 2025
transform
Public
Input pipeline framework
Python
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Apache License 2.0
•215•985•29•13•Updated Jan 16, 2025Jan 16, 2025
gan
Public
Tooling for GANs in TensorFlow
Jupyter Notebook
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Apache License 2.0
•249•948•13•5•Updated Jan 16, 2025Jan 16, 2025
graphics
Public
TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
Python
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Apache License 2.0
•365•2.8k•82•63•Updated Jan 16, 2025Jan 16, 2025
examples
Public
TensorFlow examples
tensorflow tensorflow-examples
Jupyter Notebook
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Apache License 2.0
•7.4k•8k•0•138•Updated Jan 16, 2025Jan 16, 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 16, 2025Jan 16, 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
•448•2.8k•114•30•Updated Jan 16, 2025Jan 16, 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
•127•386•95•14•Updated Jan 16, 2025Jan 16, 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
•324•1.5k•191•42•Updated Jan 16, 2025Jan 16, 2025
recommenders-addons
Public
Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.
tensorflow recommender-system tensorflow-recommenders-addons sig-recommenders dynamic-embedding
Cuda
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Apache License 2.0
•139•602•14•5•Updated Jan 16, 2025Jan 16, 2025
data-validation
Public
Library for exploring and validating machine learning data
Python
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Apache License 2.0
•173•768•26•13•Updated Jan 16, 2025Jan 16, 2025
tfx-bsl
Public
Common code for TFX
Python
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Other
•59•64•14•8•Updated Jan 15, 2025Jan 15, 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•90•36•Updated Jan 15, 2025Jan 15, 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•715•281•16•Updated Jan 15, 2025Jan 15, 2025
tfjs-models
Public
Pretrained models for TensorFlow.js
TypeScript
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Apache License 2.0
•4.4k•14k•1•209•Updated Jan 15, 2025Jan 15, 2025