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Top 23 Model Open-Source Projects
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PaddleHub
Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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MJExtension
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.
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PINTO_model_zoo
A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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mgm
Mongo Go Models (mgm) is a fast and simple MongoDB ODM for Go (based on official Mongo Go Driver) (by Kamva)
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Modelio
Modelio is a modeling solution offering a wide range of functionalities based on the main standards of enterprise architecture, software development and systems engineering.
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agentcloud
Agent Cloud is like having your own GPT builder with a bunch extra goodies. The GUI features 1) RAG pipeline which can natively embed 260+ datasources 2) Create Conversational apps (like GPTs) 3) Create Multi Agent process automation apps (crewai) 4) Tools 5) Teams+user permissions. Get started fast with Docker and our install.sh
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trilogy
TypeScript SQLite layer with support for both native C++ & pure JavaScript drivers. (by haltcase)
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covasim
COVID-19 Agent-based Simulator (Covasim): a model for exploring coronavirus dynamics and interventions
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SaaSHub
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virtual dj and others stem separator is shrinked model of this https://github.com/deezer/spleeter you will get better results downloading original + their large model.
So we started researching the state-of-the-art and discovered several libraries that could fit our requirements. The best candidates we were able to find were Mongoose, Typegoose, and TypeORM. Mongoose is a well-known Node.js library for MongoDB that implements the Data Mapper pattern and lets developers define schemas to constraint the data models associated with their domain objects. However, Mongoose works with concrete data models, which in a complex domain model scenario results in query logic duplication. Typegoose is a type-safe Mongoose wrapper that allows schema constraint declaration at domain object field level via JS decorators. Unfortunately, those very decorators leak persistence logic into the domain model. Besides, Typegoose also implements the Data Mapper pattern, thus sharing the same drawbacks of Mongoose. TypeORM, on another hand, implements the Repository pattern and provides some basic support for MongoDB. However, TypeORM presents several limitations compared to Mongoose.
Project mention: Looking for a NLP expert to help me in a project about body movements and facial expressions. | /r/MLQuestions | 2023-04-27[2] https://github.com/yfeng95/DECA
Project mention: Why hasn't there been more of an effort to create an open source network of weather stations? | /r/opensource | 2023-05-26WRF-ARW Modeling System is in the public domain and there is a fork called WRFg that can utilize GPU acceleration. The price of used Nvidia tesla GPUs could allow an enthusiast group to band together and thrive however that doesn't solve the sheer complexity of using the model and obtaining enough accurate data points to even run the model.
The story is this: our microservice is developed in Golang and uses mgm as the ORM for MongoDB.
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A note from our sponsor - SaaSHub
www.saashub.com | 23 Apr 2024
Index
What are some of the best open-source Model projects? This list will help you:
Project | Stars | |
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1 | spleeter | 24,878 |
2 | PaddleHub | 12,501 |
3 | MJExtension | 8,512 |
4 | CoreML-Models | 6,212 |
5 | open_model_zoo | 3,941 |
6 | PINTO_model_zoo | 3,262 |
7 | typegoose | 2,142 |
8 | DECA | 2,005 |
9 | covid19_scenarios | 1,366 |
10 | laravel-sluggable | 1,316 |
11 | WRF | 1,137 |
12 | OpenFBX | 1,064 |
13 | cppflow | 759 |
14 | mgm | 718 |
15 | Modelio | 614 |
16 | django-treenode | 592 |
17 | django-colorfield | 558 |
18 | agentcloud | 305 |
19 | trilogy | 256 |
20 | mutekt | 253 |
21 | covasim | 242 |
22 | lpub3d | 128 |
23 | ethereum-economic-model | 126 |
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