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Magdalena Sochacka's Projects

cookiecutter-django icon cookiecutter-django

Cookiecutter Django is a framework for jumpstarting production-ready Django projects quickly.

djenofdjango icon djenofdjango

A Django book for people with intermediate level Django skills. Inspired by James Bennett's Practical Django projects.

fightlyme icon fightlyme

Finding correlations between treatment methods and their success on classified lyme patients

give-staff-away icon give-staff-away

Web application with functionality to giving staff away to charity. Python/Django/JavaScript

industry-machine-learning icon industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries.

itcareer icon itcareer

Web applications written in Python/ Django.

ml-recommend-cosmetics icon ml-recommend-cosmetics

Create a content-based recommendation system where the 'content' will be the chemical components of cosmetics. Specifically, you will process ingredient lists for 1472 cosmetics on Sephora via word embedding, then visualize ingredient similarity using a machine learning method called t-SNE and an interactive visualization library called Bokeh.

module1_datawrangling icon module1_datawrangling

All exercises was prepared by World Quant University for members of first module 'Data wrangling in python' Data Scientist track.

mytransits icon mytransits

A simple, one endpoint API for calculating the optimal route between multiple points and keeping a history of the transits.

neural-painters icon neural-painters

Code for "Neural Painters: A learned differentiable constraint for generating brushstroke paintings"

politicians_tweets_analysis icon politicians_tweets_analysis

Analysis of politicians tweets using natural language processing tools and concepts such as topic modelling, sentiment analysis and similarity detection.

safe-driving-app icon safe-driving-app

It is python, Django, Django REST web application containing web page with articles, quizess and interactive training about safe driving.

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