The Top 100 Model Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

The Top 100 Model Open Source Projects

Categories > Machine Learning > Model

Spleeter ⭐14,500

Deezer source separation library including pretrained models.

Mjextension ⭐8,339

A fast, convenient and nonintrusive conversion framework between JSON and model. Your model class doesn't need to extend any base class. You don't need to modify any model file.

A Flexible and Powerful Parameter Server for large-scale machine learning

Awesome Coreml Models ⭐4,775

Largest list of models for Core ML (for iOS 11+)

Deep Learning Model Convertor ⭐2,789

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

Open_model_zoo ⭐2,311

Pre-trained Deep Learning models and demos (high quality and extremely fast)

Mathmodel ⭐1,961

研究生数学建模，本科生数学建模、数学建模竞赛优秀论文，数学建模算法，LaTeX论文模板，算法思维导图，参考书籍，Matlab软件教程，PPT

Aachartkit Swift ⭐1,637

📈📊📱📺💻An elegant modern declarative data visualization chart framework for iOS, iPadOS and macOS. Extremely powerful, supports line, spline, area, areaspline, column, bar, pie, scatter, angular gauges, arearange, areasplinerange, columnrange, bubble, box plot, error bars, funnel, waterfall and polar chart types. 极其精美而又强大的跨平台数据可视化图表框架,支持柱状图、条形图、折线图、曲线图、折线填充图、曲线填充图、气泡图、扇形图、环形图、散点图、雷达图、混合图等各种类型的多达几十种的信息图图表,完全满足工作所需.

Covid19_scenarios ⭐1,330

Models of COVID-19 outbreak trajectories and hospital demand

Whc_datamodelfactory ⭐1,110

Mac上iOS开发辅助工具，快速把json/xml数据转换生成对应模型类属性，省去麻烦手动创建，提高开发效率。Mac iOS development aid, quickly put the json/XML data transformation generates the corresponding model class attribute, save trouble created manually, improve the development efficiency.

Tensornets ⭐958

High level network definitions with pre-trained weights in TensorFlow

Typegoose ⭐913

Typegoose - Define Mongoose models using TypeScript classes.

Cv Pretrained Model ⭐887

A collection of computer vision pre-trained models.

Kakajson ⭐795

Fast conversion between JSON and model in Swift.

Laravel Sluggable ⭐767

An opinionated package to create slugs for Eloquent models

Leetheme ⭐728

优雅的主题管理库- 一行代码完成多样式切换

Awesome Machine Learning ⭐705

🎰 A curated list of machine learning resources, preferably CoreML

Rapid.js ⭐693

An ORM-like Interface and a Router For Your API Requests

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes

Meteor Astronomy ⭐604

Model layer for Meteor

System Designer ⭐531

An IDE for designing systems

Befriended ⭐524

Eloquent Befriended brings social media-like features like following, blocking and filtering content based on following or blocked models.

Coolie(苦力) helps you to create models (& their constructors) from a JSON file.

Awesome Coreml Models ⭐489

Collection of models for Core ML

Laravel Model Status ⭐469

Easily add statuses to your models

SwiftAI, write Swift code smart. SwiftAI can generate Model class from JSON now. Codable and HandyJSON is supported. More features will be add.

Myvision ⭐437

Computer vision based ML training data generation tool 🚀

Awesome_chinese_medical_nlp ⭐437

中文医学NLP公开资源整理：术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc

Objectmodel ⭐401

Strong Dynamically Typed Object Modeling for JavaScript

Jsonconverter ⭐379

JSONConverter is a desktop application for Mac OS X which enables you to covert JSON objects preview pretty rich JOSN and model classes

Elasticsearch ⭐364

The missing elasticsearch ORM for Laravel, Lumen and Native php applications

🛰 Skema provides a handy & composable way to validate / transform / purify the input data.

A python library for Bayesian time series modeling

A simple & fluent Android ORM, how can it be easier ? RxJava2 compatible

Laravel Plans is a package for SaaS apps that need management over plans, features, subscriptions, events for plans or limited, countable features.

Structure ⭐289

A simple schema/attributes library built on top of modern JavaScript

Sequelizer ⭐268

A GUI Desktop App for export sequelize models from database automatically.

Run TensorFlow models in C++ without installation and without Bazel

Whc_model ⭐242

iOS平台高效转换引擎json->model,model->json,model->Dictionary,支持模型类继承其他模型类,支持指定路径转换,不区分json的key和模型属性名称大小写,自动处理json中null

Live2dmodel ⭐227

页面上加载的模型

Angular Model - Simple state management with minimalist API, one way data flow, multiple model support and immutable data exposed as RxJS Observable.

Create models from a JSON file, even a Baby can do it.

Lol Model Viewer ⭐206

League of legends model and animation viewer based on WebGL. https://tengge1.github.io/lol-model-viewer

The base model traits of Esensi

Mongo Go Models (mgm) is a fast and simple MongoDB ODM for Go (based on official Mongo Go Driver)

CSModel is a concise and efficient model framework for iOS/OSX, and provides nested Model to compare values and copy values.

Django Colorfield ⭐186

simple color field for models with a nice color-picker in the admin. 🎨

Germanwordembeddings ⭐184

Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets

🍸 A state manager for React Hooks

TypeScript SQLite layer with support for both native C++ & pure JavaScript drivers.

Yii2 Enhanced Gii ⭐177

Enhanced Yii2 Gii (generator) that generates related Models & CRUD

Diamond is a full-stack web-framework written in The D Programming Language using vibe.d

Schedule ⭐157

Schedule is a package that helps tracking schedules for your models. If you have workers in a company, you can set schedules for them and see their availability though the time.

Laravel Eloquent Rating allows you to assign ratings to any model.

Justpersist ⭐156

JustPersist is the easiest and safest way to do persistence on iOS with Core Data support out of the box. It also allows you to migrate to any other persistence framework with minimal effort.

CrystDB is a thread-safe and convenient Object Relational Mapping database that based on SQLite.

A powerful model framework for Swift 4

Windpowerlib ⭐146

The windpowerlib is a library to model the output of wind turbines and farms.

Py3dtiles ⭐145

⚠️ Project migrated to : https://gitlab.com/Oslandia/py3dtiles ⚠️

Ngx Model ⭐138

Angular Model. Simple state management with minimalistic API, one way data flow, multiple model support and immutable data exposed as RxJS Observable.

JMRI model railroad digital command & control software

Framework ⭐132

Strongly-typed JavaScript object with support for validation and error handling.

Apple Device Model List ⭐131

All Apple devices model name list. 通过内部编号判断 iOS 设备型号。

A physical model of the human vocal tract using literate programming, based on Pink Trombone.

Guardian ⭐121

Eloquent Guardian is a simple permissions system for your users. While there are many other packages for permissions, this one solves everything in the most eloquent way.

Codeigniter Model ⭐116

CodeIgniter 3 Active Record (ORM) Standard Model with Laravel Eloquent & Yii2 AR like

Awesome Python Models ⭐115

A curated list of awesome Python libraries, which implement models, schemas, serializers/deserializers, ODM's/ORM's, Active Records or similar patterns.

A library of static Eloquent models for common fixture data.

Moyamapper ⭐111

快速解析模型工具，支持RxSwift。同时支持缓存功能【相关手册 https://MoyaMapper.github.io 】

Nlp Pretrained Model ⭐111

A collection of Natural language processing pre-trained models.

Prowide Core ⭐110

Model and parsers for all SWIFT MT (FIN) messages

A MobX data store

Datastore ⭐99

🐹 Bloat free and flexible interface for data store and database access.

Ma_textureatlasser ⭐99

Texture atlas creator for Unity

Django Translations ⭐98

Django model translation for perfectionists with deadlines.

Django Treenode ⭐95

probably the best abstract model / admin for your tree based stuff. 🌳

Generic Data Binder (GDB) for jQuery is a framework agnostic and extremely easy to use 2 way data binder. GDB binds views and models in realtime with live two-way binding and no hefty framework necessary.

Tensorflow Cifar 10 ⭐85

Cifar-10 CNN implementation using TensorFlow library with 20% error.

React 3d Viewer ⭐80

A 3D model viewer component based on react.js 一个基于react.js的组件化3d模型查看工具

Vue Rawmodel ⭐79

RawModel.js plugin for Vue.js v2. Form validation has never been easier!

node后端服务，node+express+mysql，搭建token-权限-管理完整的web服务, 对应页面: https://www.lyh.red/admin \ https://www.lyh.red/bbs \ 接口地址https://www.lyh.red/apidoc/index.html

System Runtime ⭐75

A JavaScript library that runs systems

Inner ear models for Python

Phormatics ⭐74

Using A.I. and computer vision to build a virtual personal fitness trainer. (Most Startup-Viable Hack - HackNYU2018)

Network_traffic_modeler_py3 ⭐74

pyNTM - This is the network traffic modeler written in python 3: pip3 install pyNTM

Torch Models ⭐62

An information model for robot hardware. Facilitates interoperability across modules from different robot manufacturers. Built around ROS 2.0

ReaCOM has got a lot of tools to use and is related to component object model

A simple and useful db wrapper for Crystal-lang

Yii2 Relation Trait ⭐47

Yii 2 Models add functionality for load with relation, & transactional save with relation PLUS soft delete/restore feature

Laravel Smart ⭐47

Automatic Migrations, Validation and More

📜 Single-file binary FBX importer.

Bert In Production ⭐40

A collection of resources on using BERT (https://arxiv.org/abs/1810.04805 ) and related Language Models in production environments.

A model-view based code generator written in Java

Historical battle simulation package for Python

该项目采用一站式噪音检测，音波分析，给出建议和数据可视化的集中式管理系统，采用不同的检测算法，获得不同的频率，根据频率数据进行实时采样，做出波形图，根据波形图，分析噪音情况，给出健康的建议，项目采用Android基于eclipse工作环境下开发。

Tidy Model Visualisation for Generalised Additive Models

Modelassistant ⭐23

Elegant library to manage the interactions between view and model in Swift

Elegant access to data

Mithril Data ⭐17

A rich data model library for Mithril javascript framework

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