Deepchecks Testing Package Review 2024: Pricing AI Features & Alternative
Deepchecks Testing Package is a holistic open-source solution for all of your AI & ML validation needs. It enables you to thoroughly test your data and models from research to production. Deepchecks provides a wide range of features, including:
- Data validation: Deepchecks can validate your data for quality, completeness, and consistency.
- Model validation: Deepchecks can validate your models for accuracy, fairness, and robustness.
- Continuous integration and continuous delivery (CI/CD): Deepchecks can be integrated with your CI/CD pipeline to automate the validation of your data and models.
- Visualization: Deepchecks provides visualizations of your data and models to help you understand and debug them.
Paid Plans Start From $100/month
- Wide range of validation checks: Deepchecks provides a wide range of validation checks for data and models, including:
- Data quality checks: These checks ensure that your data is of high quality. For example, Deepchecks can check for missing values, invalid data types, and duplicate records.
- Model accuracy checks: These checks ensure that your models are accurate. For example, Deepchecks can compare the predictions of your model to the ground truth.
- Model fairness checks: These checks ensure that your models are fair. For example, Deepchecks can check for bias in your models.
- Model robustness checks: These checks ensure that your models are robust to changes in the data. For example, Deepchecks can check for overfitting.
- Easy to use: Deepchecks is easy to use and can be integrated with your existing workflows.
- Open source: Deepchecks is open source, so you can customize it to meet your specific needs.
Deepchecks can be used for a variety of use cases, including:
- Validating data for machine learning models
- Validating models for deployment
- Ensuring the quality of data pipelines
- Detecting bias in machine learning models
- Ensuring the fairness of machine learning models
- Improving the robustness of machine learning models
Deepchecks Testing Package alternatives
How Deepchecks Testing Package Works
|Up to 100 checks