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academic_advisory

Collected opinions and advice for academic programs focused on data science skills.

alpine-apache-php7

Docker image for LAP stack - Alpine + Apache2 + PHP7

analyticsvidhya_projects

Python codes for AnalyticsVidhya competitions

autoencoders-for-dimensionality-reduction

A simple, single hidden layer example of the use of an autoencoder for dimensionality reduction

azure-tdsp-utilities

Utilities and scripts developed as part of Microsoft's Team Data Science Process for productive data science

big-album-art

A Flask app to display almost-fullscreen album art for your currently playing Spotify songs. Enjoy the visuals!

brackets-pdfexport

Export files to PDF directly from Adobe Brackets Code Editor

c45algorithm

Implementation of C4.5 algorithm in python.

c5.0

An R package for fitting Quinlan's C5.0 classification model

decisiontrees

Seminar work "Decision Trees - An Introduction" with presentation, seminar paper, and Python implementation

directedlouvain

diy-thermocam

The DIY-Thermocam is a do-it-yourself infrared camera, based on the FLIR Lepton long-wave infrared sensor and the popular Teensy 3.6.

doing_bayesian_data_analysis

Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke

examples

Home for Elasticsearch examples available to everyone. It's a great way to get started.

fastbook

The fastai book, published as Jupyter Notebooks

flask-large-application-example

This is how I structure my large Flask applications.

flask-machine-learning-resful

Build a flask app to server a machine learning model as a RESTful web service

flasky

Companion code to my O'Reilly book "Flask Web Development", second edition.

flowermodel

shiny app to predict flower species

gimp-plugin-bimp

BIMP. Batch Image Manipulation Plugin for GIMP.

greek-bert

A Greek edition of BERT pre-trained language model

greek-stemmer

A stemming system for the Greek language

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

homestead

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

kaggle_projects

Python codes for Kaggle competitions

learningpyspark

Code base for the Learning PySpark book (in preparation)

mlops_project_semicon

A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data

msc_data-analyses-and-projects

A repository for my data science analyses and projects