Deepchecks Alternatives

Similar projects and alternatives to deepchecks

• great_expectations

  1 8,091 9.9 Python deepchecks VS great_expectations

  Always know what to expect from your data.

  

• model-validation-toolkit

  1 26 6.6 Python deepchecks VS model-validation-toolkit

  Model Validation Toolkit is a collection of tools to assist with validating machine learning models prior to deploying them to production and monitoring them after deployment to production.

  

• Sonar

  www.sonarsource.com

  sponsored

  Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  

• feast

  - 4,090 9.7 Python deepchecks VS feast

  Feature Store for Machine Learning

  

• postgresml

  - 2,395 9.1 Rust deepchecks VS postgresml

  PostgresML is an end-to-end machine learning system. It enables you to train models and make online predictions using only SQL, without your data ever leaving your favorite database.

  

• Activeloop Hub

  - 4,807 9.9 Python deepchecks VS Activeloop Hub

  Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai [Moved to: https://github.com/activeloopai/deeplake] (by activeloopai)

  

• polyaxon

  - 3,274 9.5 Python deepchecks VS polyaxon

  MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

  

• flyte

  - 3,172 9.4 Python deepchecks VS flyte

  Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.

  

• InfluxDB

  www.influxdata.com

  sponsored

  Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.

  

• metaflow

  - 6,501 9.4 Python deepchecks VS metaflow

  :rocket: Build and manage real-life data science projects with ease!

  

• evidently

  - 3,253 9.4 Python deepchecks VS evidently

  Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b

  

• cleverhans

  1 5,743 3.9 Jupyter Notebook deepchecks VS cleverhans

  An adversarial example library for constructing attacks, building defenses, and benchmarking both

  

• yellowbrick

  1 3,939 7.4 Python deepchecks VS yellowbrick

  Visual analysis and diagnostic tools to facilitate machine learning model selection.

  

• captum

  1 3,819 6.9 Python deepchecks VS captum

  Model interpretability and understanding for PyTorch

  

• loss-landscape

  1 2,303 0.0 Python deepchecks VS loss-landscape

  Code for visualizing the loss landscape of neural nets

• shapash

  1 2,132 9.4 Jupyter Notebook deepchecks VS shapash

  🔅 Shapash makes Machine Learning models transparent and understandable by everyone

  

• whylogs

  1 2,130 9.3 Jupyter Notebook deepchecks VS whylogs

  The open standard for data logging

  

• explainerdashboard

  1 1,604 8.4 Python deepchecks VS explainerdashboard

  Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

• uncertainty-toolbox

  1 1,478 10.0 Python deepchecks VS uncertainty-toolbox

  Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

  

• AIX360

  1 1,278 7.8 Python deepchecks VS AIX360

  Interpretability and explainability of data and machine learning models

  

• WeightWatcher

  1 1,162 7.1 Python deepchecks VS WeightWatcher

  The WeightWatcher tool for predicting the accuracy of Deep Neural Networks

  

• elementary

  1 1,064 9.9 HTML deepchecks VS elementary

  Open-source data observability for analytics engineers.

  

• SaaSHub

  www.saashub.com

  sponsored

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives