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The Top 1,396 Model Open Source Projects on Github
Categories
>
Machine Learning
>
Model
Django
⭐
60,331
The Web framework for perfectionists with deadlines.
Spleeter
⭐
17,340
Deezer source separation library including pretrained models.
Mjextension
⭐
8,461
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.
Paddlehub
⭐
7,062
Awesome pre-trained models toolkit based on PaddlePaddle.(300+ models including Image, Text, Audio and Video with Easy Inference & Serving deployment)
Angel
⭐
6,412
A Flexible and Powerful Parameter Server for large-scale machine learning
Awesome Coreml Models
⭐
4,998
Largest list of models for Core ML (for iOS 11+)
Segmentation_models.pytorch
⭐
4,202
Segmentation models with pretrained backbones. PyTorch.
Models
⭐
4,021
A collection of pre-trained, state-of-the-art models in the ONNX format
Westore
⭐
3,826
更好的小程序项目架构
Gradio
⭐
3,794
Create UIs for your machine learning model in Python in 3 minutes
Mathmodel
⭐
3,634
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
Deep Learning Model Convertor
⭐
2,909
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
Open_model_zoo
⭐
2,860
Pre-trained Deep Learning models and demos (high quality and extremely fast)
Aachartkit Swift
⭐
1,913
📈📊📱💻🖥️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.
Laravel Model Caching
⭐
1,723
Eloquent model-caching made easy.
Typegoose
⭐
1,563
Typegoose - Define Mongoose models using TypeScript classes.
Ardent
⭐
1,407
Self-validating, secure and smart models for Laravel's Eloquent ORM
Covid19_scenarios
⭐
1,381
Models of COVID-19 outbreak trajectories and hospital demand
Mlreef
⭐
1,242
The collaboration workspace for Machine Learning
Active_attr
⭐
1,166
What ActiveModel left out
Pinto_model_zoo
⭐
1,155
A repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. ONNX. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin, .onnx]
Whc_datamodelfactory
⭐
1,125
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.
Cv Pretrained Model
⭐
991
A collection of computer vision pre-trained models.
Awesome Streamlit
⭐
986
The purpose of this project is to share knowledge on how awesome Streamlit is and can be
Tensornets
⭐
968
High level network definitions with pre-trained weights in TensorFlow
Spacy Models
⭐
939
💫 Models for the spaCy Natural Language Processing (NLP) library
Laravel Sluggable
⭐
931
An opinionated package to create slugs for Eloquent models
Awesome_chinese_medical_nlp
⭐
908
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
Laravel View Models
⭐
791
View models in Laravel
Leetheme
⭐
775
优雅的主题管理库- 一行代码完成多样式切换
Awesome Machine Learning
⭐
723
🎰 A curated list of machine learning resources, preferably CoreML
Deca
⭐
712
DECA: Detailed Expression Capture and Animation (SIGGRAPH 2021)
Rapid.js
⭐
693
An ORM-like Interface and a Router For Your API Requests
Openfbx
⭐
672
Lightweight open source FBX importer
Kakajson
⭐
659
Fast conversion between JSON and model in Swift.
Befriended
⭐
652
Eloquent Befriended brings social media-like features like following, blocking and filtering content based on following or blocked models.
System Designer
⭐
644
A low-code development platform for creating systems
Tf_trt_models
⭐
642
TensorFlow models accelerated with NVIDIA TensorRT
Ffdl
⭐
601
Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes
Meteor Astronomy
⭐
600
Model layer for Meteor
Easystats
⭐
571
🌌 The R easystats-project
Tensor House
⭐
566
A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain
Vue Mc
⭐
542
Models and Collections for Vue
Laravel Model Status
⭐
538
Easily add statuses to your models
Coolie
⭐
514
Coolie(苦力) helps you to create models (& their constructors) from a JSON file.
Acts_as_api
⭐
501
makes creating API responses in Rails easy and fun
Awesome Coreml Models
⭐
501
Collection of models for Core ML
Cppflow
⭐
486
Run TensorFlow models in C++ without installation and without Bazel
Performance
⭐
476
💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
Myvision
⭐
474
Computer vision based ML training data generation tool 🚀
Plank
⭐
459
A tool for generating immutable model objects
Swiftai
⭐
455
SwiftAI, write Swift code smart. SwiftAI can generate Model class from JSON now. Codable and HandyJSON is supported. More features will be add.
Jsonconverter
⭐
454
🔥 🔥 🔥 JSONConverter is a desktop application for Mac OS X which enables you to convert JSON objects preview pretty rich JOSN and model classes
Report
⭐
441
📜 🎉 Automated reporting of objects in R
Objectmodel
⭐
418
Strong Dynamically Typed Object Modeling for JavaScript
Laravel Model Cleanup
⭐
406
Clean up unneeded records
Vectiler
⭐
404
A vector tile, terrain and city 3d model builder and exporter
Pydlm
⭐
400
A python library for Bayesian time series modeling
Mgm
⭐
383
Mongo Go Models (mgm) is a fast and simple MongoDB ODM for Go (based on official Mongo Go Driver)
Elasticsearch
⭐
375
The missing elasticsearch ORM for Laravel, Lumen and Native php applications
Skema
⭐
356
🛰 Skema provides a handy & composable way to validate / transform / purify the input data.
Freezer
⭐
327
A simple & fluent Android ORM, how can it be easier ? RxJava2 compatible
Cuda_voxelizer
⭐
327
CUDA Voxelizer to convert polygon meshes into annotated voxel grids
Django Colorfield
⭐
302
color field for django models with a nice color-picker in the admin. 🎨
Indicnlp_catalog
⭐
293
A collaborative catalog of NLP resources for Indic languages
Structure
⭐
284
A simple schema/attributes library built on top of modern JavaScript
Sequelizer
⭐
281
A GUI Desktop App for export sequelize models from database automatically.
Sourced
⭐
279
Tiny framework for building models with the event sourcing pattern (events and snapshots).
Jsonmodels
⭐
274
jsonmodels is library to make it easier for you to deal with structures that are converted to, or read from JSON.
Flooks
⭐
260
🍸 Auto optimized React Hooks state manager. Tiny, simple, smooth.
Model
⭐
257
Angular Model - Simple state management with minimalist API, one way data flow, multiple model support and immutable data exposed as RxJS Observable.
Graphgallery
⭐
252
GraphGallery is a gallery for benchmarking Graph Neural Networks (GNNs) and Graph Adversarial Learning with TensorFlow 2.x and PyTorch backend.
Huggingface_hub
⭐
248
All the open source things related to the Hugging Face Hub.
Whc_model
⭐
244
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
Hydro Serving
⭐
242
MLOps Platform
Insight
⭐
241
🔮 Easy access to model information for various model objects
Gama
⭐
218
Core plug-in projects of the GAMA platform
Dynamic Training Bench
⭐
213
Simplify the training and tuning of Tensorflow models
Baby
⭐
209
Create models from a JSON file, even a Baby can do it.
Trilogy
⭐
208
TypeScript SQLite layer with support for both native C++ & pure JavaScript drivers.
Live2dmodel
⭐
206
页面上加载的模型
Model
⭐
204
The base model traits of Esensi
Gf Cli
⭐
203
GoFrame Command Line Interface, which is your helpmate for building GoFrame application with convenience.
Lol Model Viewer
⭐
202
League of legends model and animation viewer based on WebGL. https://tengge1.github.io/lol-model-viewer
Django Treenode
⭐
195
probably the best abstract model / admin for your tree based stuff. 🌳
Django Behaviors
⭐
194
Easily integrate common behaviors for Django models, e.g. Timestamps, Publishing, Authoring, Editing and more.
Germanwordembeddings
⭐
194
Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets
Csmodel
⭐
193
CSModel is a concise and efficient model framework for iOS/OSX, and provides nested Model to compare values and copy values.
Apple Device Model List
⭐
185
All Apple devices model name list. 通过内部编号判断 iOS 设备型号。
Windpowerlib
⭐
182
The windpowerlib is a library to model the output of wind turbines and farms.
Yii2 Enhanced Gii
⭐
181
Enhanced Yii2 Gii (generator) that generates related Models & CRUD
Rating
⭐
181
Laravel Eloquent Rating allows you to assign ratings to any model.
Evolutility Ui Jquery
⭐
170
Model-driven Web UI for CRUD using REST or localStorage.
Justpersist
⭐
165
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.
Diamond
⭐
163
Diamond is a full-stack web-framework written in The D Programming Language using vibe.d
Jmri
⭐
161
JMRI model railroad digital command & control software
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.
Covasim
⭐
153
COVID-19 Agent-based Simulator (Covasim): a model for exploring coronavirus dynamics and interventions
Crystdb
⭐
147
CrystDB is a thread-safe and convenient Object Relational Mapping database that based on SQLite.
Ladybug
⭐
147
A powerful model framework for Swift 4
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