koaning

doubtlab

Doubt your data, find bad labels.

whatlies

Toolkit to help understand "what lies" in word embeddings. Also benchmarking!

mktestdocs

Run pytest against markdown files/docstrings.

scikit-prune

Prune your sklearn models

gitlit

Streamlit App on Github Actions

texttoolz

tools and tricks that are good to have around

boondoc

lightweight Python API docs for markdown

calm-stats

Some GitScrapers

featherbed

Very lightweight text vectors via tf/idf + SVD

manyterms

Many terms for whatever purposes (weak labelling)

wordlists

Just a bunch of potentially useful wordlists.

wow-avatar-datasets

A place to host some parquet files.

bulk-datasets

Helpers for the download command.

digital-potato

scikit-prodigy

Helpers to leverage scikit-learn pipelines in Prodigy.

skooba

less weak supervision

srsly

🦉 Modern high-performance serialization utilities for Python (JSON, MessagePack, Pickle)

awesome-normconf

List of resources coming out of Normconf Slack

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

floret

🌸 fastText + Bloom embeddings for compact, full-coverage vectors with spaCy

json-schema-demo

json schemas as a demo

koaning-io-old

Just a copy of my old blog.

polars

Rust DataFrame library

projects

🪐 End-to-end NLP workflows from prototype to production

radicli

🕊️ Radically lightweight command-line interfaces

textual

Textual is a TUI (Text User Interface) framework for Python inspired by modern web development.

typerchecks

weasel

🦦 weasel: A small and easy workflow system

weasel-old

Weasel: A small and easy workflow system

website