Peter Baumgartner

lux. Automatically visualize your pandas dataframe via a single print! 📊 💡

gmft. Lightweight, performant, deep table extraction

sas7bdat-converter. Converts proprietary sas7bdat files from SAS into formats such as csv and XML useable by other programs. Currently supported conversiaions are csv, Excel (xlsx format), json, Pandas DataFrame, and XML.

Local-LLM-Comparison-Colab-UI. Compare the performance of different LLM that can be deployed locally on consumer hardware. Run yourself with Colab WebUI.

insanely-fast-whisper. Jupyter Notebook

tinydiarize. Minimal extension of OpenAI's Whisper adding speaker diarization with special tokens

harness-vue. JavaScript

fasttext-wheel. Build and upload fastText Python wheels to PyPI

qr-designer. QR designer web app with a novel method of designing qr codes that does not take advantage of error correction

returns. Make your functions return something meaningful, typed, and safe!

jiwer. Evaluate your speech-to-text system with similarity measures such as word error rate (WER)

gpt-json. Structured and typehinted GPT responses in Python

struct-gpt. get structured output from LLM's

ask-my-pdf. Question answering system for PDF files

eacl2024-lagonn. Source code and data for Like a Good Nearest Neighbor

txtai. 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

awesome-human-label-variation. A curated list of awesome datasets with human label variation (un-aggregated labels) in Natural Language Processing and Computer Vision, accompanying The 'Problem' of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation (EMNLP 2022)

awesome-polars. A curated list of Polars talks, tools, examples & articles. Contributions welcome !

prodigy-openai-recipes. ✨ Bootstrap annotation with zero- & few-shot learning via OpenAI GPT-3

BestPracticeTextClassificationDistillation. Jupyter Notebook

Conformal_DBSCAN. Python

ReadingBank. ReadingBank: A Benchmark Dataset for Reading Order Detection

mastodon_digest. A Python script that aggregates recent popular posts from your Mastodon timeline

advent-of-code-2022-in-rust. Copilot-assisted Advent of Code 2022 to learn Rust

idiomatic-rust. 🦀 A peer-reviewed collection of articles/talks/repos which teach concise, idiomatic Rust.

S3BERT. Learning Semantically Structured Text and Sentence Embeddings

fast-krippendorff. Fast computation of Krippendorff's alpha agreement measure in Python.

agreement-phi. Source code for inter-rater agreement measure Phi

irrCAC. Chance-corrected Agreement Coefficients

pyirr. Coefficients of Interrater Reliability and Agreement

spacy_crfsuite. sequence tagging with spaCy and crfsuite

vhs. Your CLI home video recorder 📼

TabPFN. ⚡ TabPFN: Foundation Model for Tabular Data ⚡

deepparse-address-data. Multinational Structured Address Data

dtparse. Fast datetime parser for Python written in Rust

whisper. Robust Speech Recognition via Large-Scale Weak Supervision

nlp. Jupyter Notebook

patterns. A catalogue of Rust design patterns, anti-patterns and idioms

too-many-lists. Learn Rust by writing Entirely Too Many linked lists

sentence-transformers. State-of-the-Art Embeddings, Retrieval, and Reranking

code. Source code for the book Rust in Action

ngram_storage. Implementation of a compact ngram storage

bye. A tiny tool for 'deleting' big directories via $TMPDIR

MetaVec. A monolingual and cross-lingual meta-embedding generation and evaluation framework

2d-space-colonization-experiments. Visual experiments exploring space colonization as a 2D morphogenesis tool.

pyjulia. python interface to julia

vsketch. Generative plotter art environment for Python

vpype. The Swiss-Army-knife command-line tool for plotter vector graphics.

ragger. Identifies highly upvoted removed comments and posts on reddit by aggregating historical data. Results are displayed on Reveddit's subreddit top pages.

django-postgres-copy. Quickly import and export delimited data with Django support for PostgreSQL's COPY command

gobbli. Deep learning with text doesn't have to be scary.

spacy-models. 💫 Models for the spaCy Natural Language Processing (NLP) library

mdBook. Create book from markdown files. Like Gitbook but implemented in Rust

enforce. Python 3.5+ runtime type checking for integration testing and data validation

py_crepe. Keras implementation of the Crepe character-level convolutional neural net.

VDCNN. Using keras to implement VDCNN model

Data-Science-45min-Intros. Materials for our team teaching+learning sessions around CS, ML, stats, and related data science topics. Intended to take ~45 minutes, mostly in narrative IPython notebooks.

django-registration-templates. Generic templates to get you up and running with django-registration

pandas. Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

active-directory-node-webapp-openidconnect. A NodeJS web application that authenticates Azure AD users with OpenID Connect.

active-directory-python-flask-graphapi-web-v2. This sample demonstrates how you can use a third party library to build a Python-Flask application that signs in users and gets an Access Token for the Microsoft Graph.

connected-nx-tutorial. Repository for code and notebooks for the a NetworkX Tutorial

eli5. A library for debugging/inspecting machine learning classifiers and explaining their predictions

PythonForSASUsers. An Introduction to Python for SAS Users

django-mutant. Dynamic model definition and alteration (evolving schemas)

pandas_exercises. Practice your pandas skills!

text-feat-lib. Provide a comprehensive list of tokenizers, features, and general NLP things used for text analysis with examples. The initial focus is on features used for twitter data and sentiment analysis.