Discover koaning/scikit-fairness Open Source project

Natural Intelligence is still a pretty good idea.

1,136

human-learn

Draw datasets from within Jupyter.

764

drawdata

Doubt your data, find bad labels.

579

doubtlab

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

485

whatlies

A Simple Bulk Labelling Tool

468

bulk

just a bunch of useful embeddings

424

embetter

Gain clues from clustering!

381

cluestar

notebooks that are used at calmcode.io

289

calm-notebooks

A small python library that can clump lists of data together.

176

clumper

Super Simple Similarities Service

144

simsity

Decorators that logs stats.

141

memo

Run pytest against markdown files/docstrings.

101

mktestdocs

Here are the notebooks used during the spacy youtube series.

spacy-youtube-material

Very much like Tailwind, but for TUI frameworks in Textual.

tuilwindcss

CSS

tokenwiser

Bag of, not words, but tricks!

captures logs and makes cron more fun

skedulord

A mini dashboard to help find slow tests in pytest.

pytest-duration-insights

My personal frontpage app

arxiv-frontpage

Pipeline components that support partial_fit.

scikit-partial

Generate reports for spaCy models.

spacy-report

bayesian graphical modelling and a bit of do-calculus for discrete data.

brent

It's a cooler way to store simple linear models.

icepickle

koaning

justcharts

Just charts. Really.

Prune your sklearn models

scikit-prune

motivational website to do something special this month

thismonth.rocks

CSS

sentimany

Just another sentiment wrapper.

A friendly pandas wrapper with a more composable grammar support.

kadro

A textual TUI for Prodigy

prodigy-tui

CSS

calmcode-feedback

A repo to collect issues with calmcode.io

open_notebooks

Some notebooks that I've shared.

A different, but useful, textcat approach.

sentence-models

Recommendin' all night to get lucky.

paftdunk

proglang-project

Active Learning Benchmarks

scikit-teach

tools and tricks that are good to have around

texttoolz

makefile-demo

just a demo of a makefile in action

Makefile

gitlit

Streamlit App on Github Actions

Let's give this git-scraping a try.

kolektor

optimal-on-paper

broken in reality

A benchmark to compare BERT against sklearn.

liBERTy

cookiecutter to run standard text classifiers

classycookie

Pipelines for JSONL files

lazylines

just another dangerous situation

salary-bias

A 101 repo with some code for openai Deep Q Learning

dql101

lightweight Python API docs for markdown

boondoc

BPEmb embeddings for spaCy

subspacy

Some text similarity utilities

akin

calm-stats

Some GitScrapers

Just a Collection of Datasets

calmcode-datasets

koaning-old.github.io

my personal blog

An OpenAi-like environment for the sushi go card game.

sushigo

Very lightweight text vectors via tf/idf + SVD

featherbed

onnx-demo

onnx seems interesting

benchmarks

Collection of benchmarks

baseliner offers simple models that can act as a baseline to compare against

baseliner

spacy-intent-example

intent prediction example on spaCy v3

Bloom tricks for text pipelines in scikit-learn.

scikit-bloom

A robot powered training repository 🤖

github-slideshow

Just a bunch of potentially useful wordlists.

wordlists

gli

my gleeful scripts for the cli

Things for bulk labelling.

labeltable

Finetune-able Universal Sentence Encoder

fusebox

A dash-boarding environment for datasette.

subsette

Many terms for whatever purposes (weak labelling)

manyterms

sentency

Lightweight SpaCy pipeline to detect sentences.

pydata-slovenia-talk

Bag of NLP Tricks!

a helloworld package that should just work

helloworld

uvnb

Have UV deal with all your Jupyter deps.

blackjack

a simple pytest demo

a demo pkg in R with github actions

demopkg

lamarl

sushigo simulations on an aws backend

A place to host some parquet files.

wow-avatar-datasets

python_data_intro

A beginner notebook for people who want to get started with python and data. Joy ensues!

Let's see what we can learn from poking huggingface models.

buggingface

digital-potato

Demo application for GitHub Actions tutorial.

gha-demo

a rasa demo that can find you a fast food location

fastfood-bot

ecosystem-watcher

Just keeping an eye on the ecosystem.

CLI to unravel git-scraped code.

git-scrape-unravel

scikit-prodigy

Helpers to leverage scikit-learn pipelines in Prodigy.

A demo that can run Rasa NLU in a container.

skooba

less weak supervision

rasa-nlu-deploy

Parallel coordinates chart for datasette

datasette-parcoords

JavaScript

nlu-cluster-demo

Upload your model file and talk to it!

tjek changes with the main branch

tjek

Helpers for the download command.

katacoda-scenarios

Katacoda Scenarios

bulk-datasets

there-are-no-bad-labels

Repo for the PyData 2023 Workshop

Populate an embedding cache quickly and get on with your day.

tokenvolt

I really outdid myself with this hack.

rusty

Learning how to Rst

uvtrick

Just to see if this might work out well.

ollama-railway