A Comprehensive Palette of Data Science and Machine Learning Modules.
Based on the most popular and advanced Machine Learning libraries and frameworks, consider modules as flowchart building elements to create your Data Science and Machine Learning pipelines.
Drag them into the "Build" and "Deploy" space to get the right configuration for your AI projects, whether it's classification, regression, or forecasting.
What makes SmartPredict modules special?
SmartPredict modules are powerful, state-of-the-art Machine Learning and Data science algorithms embedded as basic elements of your diagrams. Use them to design your AI projects in a logical and intuitive way. Creating a Data Science pipeline is child's play!
In Manualflow, Data Science pipelines are sequences of operations ranging from : data preprocessing , data modeling, feature engineering, hyperparameter tuning, model training, to model deployment. All are nested within a wide range of task-specific modules.
And if that's not enough, for more flexibility and openness, a coding environment is provided for code enthusiasts to extend the capacity of projects by creating your own modules.
- A huge set of data treatment functions
- Configurable, interactive modules
- Based on open-source libraries and frameworks
- ML libraries : Pandas, Keras, XGBoost, CatBoost and more...
- Python-based custom modules
- Trained models and processing pipelines
- Downloadable and exportable flowcharts
- Samples and templates
Implement AI quickly
Have fun assembling your Data Science pipeline flowchart! Implementing AI has never been this easy! And if needed, pursue setup even beyond deployment.
Define modules according to the requirements of your projects. Use classification, regression, and prediction models, available as presets to get you inspired. Refine the hyperparameters from the module configuration.
Boost your productivity
Create, save, import and export your flowcharts! Reuse them for other collaborative projects. Create your own function or class-based module thanks to SmartPredict's high flexibility and openness, and achieve more in less time!
Discover Other SmartPredict Ground-Breaking Features.
Through its well-designed features, SmartPredict strives to offer you the best and brightest to meet your challenges and your incredible creativity!