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applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

calibrelibgenstore

A Libgen Fiction store plugin for Calibre

classmetrics

A module with boilerplate code for computing and plotting common classification metrics. Flexible to multiclass problems.

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

cse6040

Intro to Computing for Data Analysis

data-science-utils

Various code to aid in data science projects for tasks involving data cleaning, ETL, EDA, NLP, viz, feature engineering, feature selection, etc.

data_science_toolbox

Various code to aid in data science projects for tasks involving data cleaning, ETL, EDA, NLP, viz, feature engineering, feature selection, model validation, etc.

deepfake-radio

T2S4FWF -> (Text to Speech for Fun With Friends)

default-data-science-project

A default project structure for data projects with a focus on repoducible research and build automation

entity-sentiment-extraction

Pipeline for extracting sentiment towards entities

famous-last-words

Fiddling with GPT2 and other NLP models for interesting corpus text generation

go

The Open Source Data Science Masters

google-sheets-scraping

Scraping UA salary database with python script

hackathon

NBA hackathon 2018

lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

mlops-zoomcamp

Free MLOps course from DataTalks.Club

nba-hackathon-sprint

pandas_exercises

Practice your pandas skills!

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

python-collab-template

🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.

rec-center-counts

Rec Center Count data for finding the optimal time to visit

reverie

:art: A ridiculously elegant Jekyll theme.

rustchain-discord-bot

A Discord bot for LLM chain apps

safurrier

safurrier.github.io

sean-miller-era

Using the stats to illustrate the Sean Miller Era of UA basketball

supervised-learning-reproducible-analysis-example

Example reproducible analysis project for a supervised learning data science problem

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.