AI Tools Directory

dbt

Data Science

Analytics engineering tool that transforms warehouse data with SQL and software practices.

Data platform for labeling, evaluation and data engines used to train AI systems.

Kubernetes-native ML toolkit for notebooks, pipelines and training operators.

pandas-ai by sinaptik-ai — csv · data · data analysis — Python source project.

growthbook by growthbook — ab testing · abtest · abtesting — TypeScript source project.

Declarative statistical visualization library for Python based on Vega-Lite.

Publishing platform for Shiny, Quarto, Plumber APIs and Python data products.

Airbyte

Data Science

Open-source and cloud data integration with a large connector catalog.

MLflow

Data Science

Open-source platform for experiment tracking, packaging and deploying machine-learning models.

IDE for R from Posit, with desktop and server editions for data science.

Google Cloud unified ML platform for AutoML, custom training, Feature Store and endpoints.

Experiment tracker for ML metadata, model registry and team collaboration.

pandas

Data Science

Python library providing DataFrame structures for data analysis and manipulation.

MLOps platform for experiment tracking, datasets, prompts and model evaluation.

Anaconda

Data Science

Python/R data-science distribution and platform for packages, environments and notebook hosting.

fiftyone by voxel51 — active learning · computer vision · data centric ai — TypeScript source project.

dvc by treeverse — data science · data version control · developer tools — Python source project.

dash by plotly — bioinformatics · charting · dash — Python source project.