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anomalydetection

anova

Analysis of variance for difference among categorical groups

battle_of_the_neighborhoods

channel_attribution

clustering

This repository is for covering clustering algorithms in ML

explainai

This repo for all packages/techniques used for explaining machine learning models

h3-py-notebooks

Jupyter notebooks for h3-py, a hierarchical hexagonal geospatial indexing system

kaggle_notebooks

lda-topic-modeling

Deduplication/Entity_Recognition/LDA/Topic_Taxonomy

lifelines

Using Lifelines Package for Survival Analysis

machine-learning

Collection of ML projects

moving-beyond-linearity

Includes Linear Regression, Polynomial Regression, Regression Splines and Smoothing splines

optimization

preprocessing

This repo is to archive some preprocessing techniques commonly used.

python-for-data-analysis

Python Basics

r-projects

Projects in R

regression_problems

svm

Using SVM for classification on two different datasets (including the Iris dataset) and visualizing the different types of kernels

timeseries

web_scraping

This repo is for all web scraping projects

yelpfusionapi

Using the Yelp Fusion API to access public data on Yelp