A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
☆1,578Aug 24, 2026Updated this week
Alternatives and similar repositories for model-optimization
Users that are interested in model-optimization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.☆2,909Mar 31, 2023Updated 3 years ago
- Useful extra functionality for TensorFlow 2.x maintained by SIG-addons☆1,699Sep 4, 2025Updated 11 months ago
- TensorFlow/TensorRT integration☆742Nov 30, 2023Updated 2 years ago
- Model analysis tools for TensorFlow☆1,265Aug 14, 2026Updated 2 weeks ago
- TFX is an end-to-end platform for deploying production ML pipelines☆2,190Aug 17, 2026Updated last week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A profiling and performance analysis tool for machine learning☆574Updated this week
- QKeras: a quantization deep learning library for Tensorflow Keras☆584Feb 23, 2026Updated 6 months ago
- A Hyperparameter Tuning Library for Keras☆2,923Dec 1, 2025Updated 8 months ago
- An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model c…☆14,360Jul 3, 2024Updated 2 years ago
- Open Machine Learning Compiler Framework☆13,692Updated this week
- Lingvo☆2,864Jun 22, 2026Updated 2 months ago
- NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source compone…☆13,294Updated this week
- Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX☆2,552Aug 3, 2026Updated 3 weeks ago
- Guide for building custom op for TensorFlow☆385Mar 23, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- TensorFlow Estimator☆297Jan 23, 2024Updated 2 years ago
- TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...☆4,581Aug 21, 2026Updated last week
- Making text a first-class citizen in TensorFlow.☆1,293Updated this week
- A flexible, high-performance serving system for machine learning models☆6,360Updated this week
- Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators☆1,551Aug 28, 2019Updated 7 years ago
- A performant and modular runtime for TensorFlow☆754Sep 4, 2025Updated 11 months ago
- Visualizer for neural network, deep learning and machine learning models☆33,414Updated this week
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,688Jul 29, 2026Updated 3 weeks ago
- AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.☆2,689Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantiz…☆2,266May 6, 2025Updated last year
- Reference models and tools for Cloud TPUs.☆5,278Jun 22, 2026Updated 2 months ago
- Low-precision matrix multiplication☆1,843Jan 29, 2024Updated 2 years ago
- MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Co…☆5,805Aug 7, 2025Updated last year
- Fast and flexible AutoML with learning guarantees.☆3,453Nov 30, 2023Updated 2 years ago
- PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT☆2,986Updated this week
- A library for transfer learning by reusing parts of TensorFlow models.☆3,523Jan 17, 2025Updated last year
- Simplify your onnx model☆4,392Updated this week
- Mesh TensorFlow: Model Parallelism Made Easier☆1,630Nov 17, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep lear…☆5,734Updated this week
- Input pipeline framework☆988Aug 14, 2026Updated 2 weeks ago
- Compiler for Neural Network hardware accelerators☆3,320May 11, 2024Updated 2 years ago
- Google Brain AutoML☆6,474Mar 2, 2025Updated last year
- Library for exploring and validating machine learning data☆782Aug 14, 2026Updated 2 weeks ago
- Code for: "And the bit goes down: Revisiting the quantization of neural networks"☆630Nov 9, 2020Updated 5 years ago
- AutoML library for deep learning☆9,326Nov 25, 2025Updated 9 months ago