GenMyModel
GenMyModel is an open-source tool for generating machine learning models without coding. It provides a graphical interface to build, train and deploy models by connecting blocks instead of writing code.
machine-learning
no-code
model-generation
open-source
GenMyModel: Open-Source Machine Learning Model Generator
An open-source tool for building, training and deploying machine learning models visually, without requiring coding skills
What is GenMyModel?
GenMyModel is an open-source no-code machine learning platform. It allows anyone to build, train and deploy machine learning models visually by connecting blocks, without writing any code.
Some key features of GenMyModel:
- Intuitive drag-and-drop interface to construct ML pipelines
- Large library of blocks for data preparation, feature engineering, model building, evaluation etc.
- Support for all popular ML frameworks like PyTorch, TensorFlow, Scikit-Learn etc.
- Options to export trained models in various formats and integrate into apps
- Community-contributed templates and models
- Completely free and open-source
GenMyModel aims to make machine learning more accessible for beginners as well as experienced data scientists. Its visual interface and pre-built blocks help accelerate the model building process. The exported models can be productionized for real-world applications.
GenMyModel Features
Features
- Drag-and-drop interface for building ML models
- Supports various algorithms like regression, classification, clustering
- Option to connect to data sources like CSV, databases
- Model training, evaluation and deployment
- Export trained models to frameworks like TensorFlow, PyTorch
- Community-shared templates and examples
- Visualization of data, models and metrics
Pricing
- Free
- Open Source
Pros
No-code environment
Intuitive and easy to use
Quick prototyping of ML models
Reduces time spent on coding
Can be used by non-programmers
Active community support
Cons
Limited customization compared to coding
Not suitable for complex models
Less flexibility than scripting
Only supports a subset of ML algorithms
Limited deployment options
Official Links
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