stmarsha's starred repositories

fasteR

Fast Lane to Learning R!

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fastai

The fastai deep learning library

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Virgilio

Your new Mentor for Data Science E-Learning.

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Ax

Adaptive Experimentation Platform

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DeOldify

A Deep Learning based project for colorizing and restoring old images (and video!)

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janitor

simple tools for data cleaning in R

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TabularEditor

This is the code repository and issue tracker for Tabular Editor 2.X (free, open-source version). This repository is being maintained by Daniel Otykier.

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memer

A tidyverse compatible package for creating memes in R using the magick package.

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what-they-forgot

"What They Forgot to Teach You About R" website / eBook

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awesome-public-datasets

A topic-centric list of HQ open datasets.

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rtemis

Advanced Machine Learning and Visualization

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ExPanDaR

R Package for Interactive Panel Data Exploration

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

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keras

R Interface to Keras

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LeastFracDiff

Minimal tools for approximating the least fractional difference order that transforms a time series into a stationary one, as suggested by de Prado (2018).

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cameraFCS

Obtain Fluorescent Correlation Spectroscopy data live from camera (designed for macro-size objects like balls)

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DrWhy

DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and visualisation of predictive models.

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visdat

Preliminary Exploratory Visualisation of Data

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xai_resources

Interesting resources related to XAI (Explainable Artificial Intelligence)

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models

Models and examples built with TensorFlow

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DALEX

moDel Agnostic Language for Exploration and eXplanation

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tidytuesday

Official repo for the #tidytuesday project

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public-apis

A collective list of free APIs

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automl-gs

Provide an input CSV and a target field to predict, generate a model + code to run it.

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tidycensus

Load US Census boundary and attribute data as 'tidyverse' and 'sf'-ready data frames in R

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DesignLibrary

Library of Research Designs

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mlr3

mlr3: Machine Learning in R - next generation

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neuralnet

Training of Neural Networks

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