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

Paid Plans Start From $100/month

Key Features

  • 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.

use Case

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

pricing

Plan Price Features
Starter $100/month Up to 100 checks
Professional $500/month Unlimited checks

Any Ai Tools Final Verdict