saeidrezaei90 / 2020-data-mining-and-text-mining

Notebooks for Data Mining and Text Mining

Installation

Note: that this repository requires Python 3.8

First we suggest you create an environment for this project using conda. We have tested the installation procedures on Linux 64-bits (Ubuntu 18.04), macOS Catalina 10.15, and Windows 10.

First, install miniconda, instructions on how to install miniconda are found in Their docs

Second, clone this repository, checkout, and install the environment with the following:

git clone https://github.com/fernandobperezm/2020-data-mining-and-text-mining.git
cd 2020-data-mining-and-text-mining
conda env create -f environment.yml
conda activate data-mining-and-text-mining

Using the repo.

You'll have four different notebooks.

• introduction: It's a presentation notebook with some very good memes.
• data_preparation: It's the first (of two) notebook that tells you how to use numpy, pandas, and scipy to prepare data for recommender systems.
• creating_a_recommender_from_scratch: This is the notebook where we use the data that we prepared before and use it to create two basic recommender systems.