Dataset Analysis Python Packages

dataflow-cv

🌊 Everything your model doesn't do. Analyse, convert, visualize, evaluate — a single CLI for all CV data.

xrlint

A linter for xarray datasets

promptpotter

PromptPotter: AI optimization engine for automated prompt engineering (APE). Searches and tunes prompts and parameters against your data using a generate-evaluate-critique cycle. Improve AI outputs, automate prompt optimization, and fine-tune your pipeline.

datasetdna

🧬 DatasetDNA: Fast, zero-dependency Python CLI to instantly profile, validate, and detect anomalies in CSV & Parquet dataset

knowlyr-datarecipe

Automated dataset reverse engineering framework — 6-stage analysis pipeline, LLM-enhanced cost modeling & 23+ production documents. CLI + MCP ready.

pyautoplot

PyAutoPlot is an open-source Python library designed to make dataset analysis much easier by generating helpful detailed plots using matplotlib. It automatically generates appropriate plots based on the dataset you feed it.