serving

ML model server

A high-performance serving system for machine learning models in production environments.

A flexible, high-performance serving system for machine learning models

GitHub

6k stars
232 watching
2k forks
Language: C++
last commit: about 1 month ago
Linked from 1 awesome list

cppdeep-learningdeep-neural-networksmachine-learningmlneural-networkpythonservingtensorflow

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
tensorflow/models A repository of pre-built TensorFlow models and examples for various applications 77,258
tensorpack/tensorpack A high-performance neural network training interface for TensorFlow that focuses on speed and flexibility. 6,303
tflearn/tflearn A high-level API for deep learning that builds upon TensorFlow 9,621
tensorspace-team/tensorspace A JavaScript framework for building interactive and intuitive 3D visualizations of neural networks in browsers. 5,077
binroot/tensorflow-book A comprehensive resource for learning machine learning using TensorFlow. 4,453
google-parfait/tensorflow-federated An open-source framework for training machine learning models across decentralized data 2,323
migueldeicaza/tensorflowsharp A .NET API for running existing machine learning models and creating new ones using the TensorFlow library 3,144
tensorlayer/tensorlayer A deep learning and reinforcement learning library that provides an extensive collection of customizable neural layers to build advanced AI models quickly. 7,337
tensorflow/tfjs An open-source JavaScript library for training and deploying machine learning models using WebGL acceleration. 18,533
tensorflow/mesh A library that enables distributed deep learning by partitioning tensors across processors in a mesh topology. 1,597
fedml-ai/fedml A unified and scalable machine learning library for large-scale distributed training, model serving, and federated learning. 4,205
tensorflow/tfx An end-to-end platform for deploying production machine learning pipelines 2,121
tensorflow/tensorflow An end-to-end platform for building and deploying machine learning applications 186,822
google-deepmind/trfl Provides building blocks for Reinforcement Learning agents using TensorFlow 3,136
mlflow/mlflow A platform for managing machine learning projects from inception to deployment 19,021