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ColossalAI

Making large AI models cheaper, faster and more accessible

Language:PythonApache-2.038417 384 1625

Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Language:Jupyter NotebookMIT36704 1222 70

HowToLiveLonger

程序员延寿指南 | A programmer's guide to live longer

Unlicense29593 230 128

netron

Visualizer for neural network, deep learning and machine learning models

Language:JavaScriptMIT27019 299 1103

awesome-mlops

A curated list of references for MLOps

optuna

A hyperparameter optimization framework

Language:PythonNOASSERTION10283 118 1650

feast

The Open Source Feature Store for Machine Learning

Language:PythonApache-2.05406 75 1359

seldon-core

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

Language:HTMLNOASSERTION4305 86 2297

serve

Serve, optimize and scale PyTorch models in production

Language:JavaApache-2.04080 59 1613

dubbo-admin

The ops and reference implementation for Apache Dubbo

Language:JavaApache-2.03981 229 730

singa

a distributed deep learning platform

Language:C++Apache-2.03339 136 98

lnbook

Mastering the Lightning Network (LN)

Language:AsciiDocCC-BY-SA-4.02799 147 284

tensorflow-onnx

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

Language:Jupyter NotebookApache-2.02272 58 1035

sofa-ark

SOFAArk is a light-weight，java based classloader isolation framework.

Language:JavaApache-2.01547 97 470

EvalEx

EvalEx is a handy expression evaluator for Java, that allows to evaluate simple mathematical and boolean expressions.

Language:JavaApache-2.0970 43 234

flask-restful-example

flask后端开发接口示例，利用Flask开发后端API接口。包含基本的项目配置、统一响应、MySQL和Redis数据库操作、定时任务、图片生成、项目部署、用户权限认证、报表输出、无限层级生成目录树、阿里云手机验证码验证、微信授权、Celery、单元测试、Drone等模块。

Language:PythonMIT935 21 2

Serving

A flexible, high-performance carrier for machine learning models（『飞桨』服务化部署框架）

Language:C++Apache-2.0889 97 848

MLServer

An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more

Language:PythonApache-2.0674 26 395

openscoring

REST web service for the true real-time scoring (<1 ms) of Scikit-Learn, R and Apache Spark models

Language:JavaAGPL-3.0578 36 54

JCL

Jar Class Loader, a configurable and dynamic custom classloader designed to create, manage and manipulate isolated Java classloaders in IoC frameworks and web applications.

Language:Java577 50 58

xgbfi

XGBoost Feature Interactions & Importance

Language:C#MIT498 31 16

ml_equations_latex

Classical ML equations in Latex, helps paper and blog writing

Language:HTMLCC0-1.0174 4 4

ai-serving

Serving AI/ML models in the open standard formats PMML and ONNX with both HTTP (REST API) and gRPC endpoints

Language:ScalaApache-2.0144 5 13

Graphical-SQL-interview-questions

图解SQL面试题

mnemonic-recovery

Bitcoin and Ethereum mnemonic phrase recovery tool

Language:HTMLMIT77 5 6

confusion-matrix

Minimalistic Java implementation of a confusion matrix for evaluating learning algorithms, including accuracy, macro F-measure, Cohen's Kappa, and probabilistic confusion matrix

Language:JavaApache-2.019 2 2

singa-auto

A platform to automate the training (including hyper-parameter tuning) and inference of machine learning models

Language:PythonApache-2.012 8 53

xgbtune

a library to tune xgboost models

Language:Python8 30

kfserving-advanced

Advanced KFServing Example with Model Performance Monitoring, Outlier Detection and Concept Drift

Language:Jupyter NotebookMIT7 20

accuracy-evaluation-java

A java implementation for calculating the accuracy metrics (Accuracy, Error Rate, Precision(micro/macro), Recall(micro/macro), Fscore(micro/macro)) for classification tasks based on the paper http://www.sciencedirect.com/science/article/pii/S0306457309000259 and MATLAB confusion implementation.

Language:JavaMIT100