ahkarami/Deep-Learning-in-Production 排名第 7,624，此处有 8 个同类条目；dsgiitr/d2l-pytorch 排名第 7,625。

Deep-Learning-in-Production In this repository, I will share some useful notes and references about deploying deep learning-based models in production. Convert PyTorch Models in Production: PyTorch Production Level Tutorials [_Fantastic_] The road to 1. 0 tracing JIT and LibTorch C++ API to integrate PyTorch into NodeJS [_Good Article_] Model Serving in PyTorch PyTorch Summer Hackathon [_Very Important_] Deploying PyTorch and Building a REST API using Flask [_Important_] PyTorch model recognizing hotdogs and not-hotdogs deployed on flask

Serving PyTorch 1. 0 Models as a Web Server in C++ [_Useful Example_] PyTorch Internals [_Interesting & Useful Article_] Flask application to support pytorch model prediction Serving PyTorch Model on Flask Thread-Safety Serving PyTorch Models on AWS Lambda with Caffe2 & ONNX Serving PyTorch Models on AWS Lambda with Caffe2 & ONNX (Another Version) Deep Dive into ONNX Runtime EuclidesDB - _multi-model machine learning feature database with PyTorch_ EuclidesDB - GitHub WebDNN: Fastest DNN Execution Framework on Web Browser FastAI PyTorch Serverless API

(with AWS Lambda) FastAI PyTorch in Production (discussion) OpenMMLab Model Deployment Framework PyTorch Native Architecture Optimization: torchao TorchServe [Great Tool] TorchServe Video Tutorial LitServe: Easily serve AI models Lightning fast Convert PyTorch Models to C++: **Loading a PyTorch Model in C++** [_**Fantastic**_] **PyTorch C++ API** [_Bravo_] An Introduction To Torch (Pytorch) C++ Front-End [_Very Good_] Blogs on using PyTorch C++ API [_Good_] ATen: A TENsor library Important Issue about PyTorch-like C++ interface PyTorch C++ API Test PyTorch via

C++ [_Useful Notes_] AUTOGRADPP PyTorch C++ Library Direct C++ Interface to PyTorch A Python module for compiling PyTorch graphs to C Deploy TensorFlow Models in Production: How to deploy Machine Learning models with TensorFlow - _Part1_ How to deploy Machine Learning models with TensorFlow - _Part2_ How to deploy Machine Learning models with TensorFlow - _Part3_ Neural Structured Learning (NSL) in TensorFlow [_Great_] Building Robust Production-Ready Deep Learning Vision Models Creating REST API for TensorFlow models "How to Deploy a Tensorflow Model

in Production" by _Siraj Raval_ on YouTube Code for the "How to Deploy a Tensorflow Model in Production" by _Siraj Raval_ on YouTube How to deploy an Object Detection Model with TensorFlow serving [_Very Good Tutorial_] Freeze Tensorflow models and serve on web [_Very Good Tutorial_] How to deploy TensorFlow models to production using TF Serving [_Good_] How Zendesk Serves TensorFlow Models in Production TensorFlow Serving Example Projects Serving Models in Production with TensorFlow Serving [_TensorFlow Dev Summit 2017 Video

_] Building TensorFlow as a Standalone Project TensorFlow C++ API Example TensorFlow. js: Machine Learning in Javascript Convert Keras Models in Production: Deep learning in production with Keras, Redis, Flask, and Apache [_Rank: 1st & General Usefult Tutorial_] Deploying a Keras Deep Learning Model as a Web Application in Python [_Very Good_] Deploying a Python Web App on AWS [_Very Good_] Deploying Deep Learning Models Part 1: Preparing the Model Deploying your Keras model Deploying your Keras model using Keras. 0 Some

PyTorch Workflow Changes wandb - A tool for visualizing and tracking your machine learning experiments PyTorch and Caffe2 repos getting closer