Tutorials on Python Data Containers for no-so-BigData

Service Classification based on Service Description

Collection of useful notebooks to be used with the Spark Notebook (https://github.com/andypetrella/spark-notebook)

Pre-trained Mongolian BERT models

This repo includes code (written in Python) for Caltech-UCSD Birds-200-2011 dataset classification. I have used PyTorch Library for CNN's. You can download the dataset here http://www.vision.caltech.edu/visipedia-data/CUB-200-2011/CUB_200_2011.tgz

Association Rule Mining from Spatial Data for Crime Analysis

Laboratoires du cours GLO-4030/GLO-7030

Pioneering the design of materials to harness heat.

Cooperative Cut is a Markov Random Field inference method with high-order edge potentials.

Contains solutions to AV competitions

Repo for Brain Networks course

Mixtures of Probabilistic Principal Component Analysers implementation in python

Web scraping, APIs, and Twitter

The fastest way for developers and managers to gain practical ML knowledge and to apply it to their own projects.

Reproduced papers from the Reproducibility Zoo

Content for my AGU 2017 presentations.

Example of implementing Isolation Forest in Python