kcoleman80

2020_Halloween_IG_Filters

Easy peasy lemon squeezy Instagram Filters

2021_Jan_31_Imbalanced_Classification_with_the_Fraudulent_Credit_Card_Transactions_Dataset

Tutorial for Imbalanced Classification

2021_July_Panel_Holoviz

Panel is an open-source Python library that lets you create custom interactive web apps and dashboards by connecting user-defined widgets to plots, images, tables, or text.

air_pollution_forecasting

Air pollution forecasting

covid-cxr

credit_card_fraud_classification

Imbalanced_Classification_with_the_Fraudulent_Credit_Card

deployment-heroku

Deployment Heroku

diabetic_retinopathy

Attempting image multi classifier to diagnosis diabetic retinopathy

evidently

using new os library

finger_printing_CNN

Determining gender via fingerprints

flask_tutorial

containerization via flask

Jan28_2021_Framework_DataPrep

Imbalanced synthetic data set, classification

kd3_fun

Play around with the kd3 package to impress the kids

mask_recognition

Facial Recognition

mining_analysis_iron

Iron feed analysis

mining_regression

Iron ore flotation, looking at prediction using regression

nedler_mead_optimization

Example of using the Nelder-Mead optimization algorithm on a simple convex objective function is listed below.

NLP_sonar

# compare machine learning algorithms on the sonar classification dataset

on_demand_data_etl

Data project to build out a simple dashboard that is populated by near real-time bitcoin exchange data.

OpenCV_self_drive

Using OpenCV to do lane detection

parkinsons

Using images of healthy controls and Parkinsons patients spirals and wave used in diagnosis. Looking for differences that could be used for screening using a CNN

python_visual_tutorial

Visualizations for function optimization in Python.

pytorch_tutorial

Working with Principal Component Analysis, or PCA

recommendation_system

Recommendation system for persuasive technology

reLU_tutorial

Rectified Linear Activation Function

SHAP_tutorials

A game theoretic approach to explain the output of any machine learning model

sqlite_python

When you want to make a database in Python, use this!

tensorflow_beginners

Trying out tensor flow

time_series_forecasting

Using time series to forecast the sale of shampoos

time_series_forecasting_April_2021

This notebook shows how to decompose time series and reconstruct unobserved (latent) components using generic regression models. We use Gradient Boosted Decision Trees (LightGBM and XGBoost), but the same analysis can be done with other model types.