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applied-ml

📚 Papers & articles of companies sharing their work on applied data science & machine learning.

aws-ml-guide

AWS Certified Machine Learning-Specialty (ML-S) Guide

basics-of-time-series-forecasting

Placeholder to keep some notes about time-series forecasting

bunch

A Bunch is a Python dictionary that provides attribute-style access (a la JavaScript objects).

carlitosdev.github.io

cartoanalysis

Toolbox for analising and visualising data from intracardiac catheter recordings

catboostlss

An extension of CatBoost to probabilistic forecasting.

causalcannibalisation

Repo for the causal cannibalisation code

contrastiveexplanation

Implicit contrastive explanations in GBDT regressors

data-science-cheatsheet

data-science-cheatsheet-1

A helpful 4-page data science cheatsheet to assist with exam reviews, interview prep, and anything in-between.

dsci_lighting_talk

A picture is worth...a multitude of analyses

guitar_chord_visualisation

haohaotiantian

A serverless Chinese vocabulary building app. Sends daily vocab words at your HSK level with custom, on-demand vocab quizzes and links to example sentences.

kan

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

ml_cheatsheet_soulmachine

Amazing work from https://github.com/soulmachine/machine-learning-cheat-sheet

nextdoor

Next Door neighbours Python implementation

ngboost

Natural Gradient Boosting for Probabilistic Prediction

paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

personalisationsutils

Utilities for the exploration and analysis of adForm data

pycausalmatch

Causal Impact of an intervention integrated with control group selection

python_cookbook

Python recipes

python_snippets

Python snippets collected across many hours

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

quickfoldersort

Python utility to quickly sort out a folder

vmua_reco_tester

whisper.cpp

ggerganov's Port of OpenAI's Whisper model in C/C++