Legend:
* - Request Access, Not available to public.
- Supervised Learning for Marketing Analytics - Presentation *
- Relational Database Design - Presentation *
- Data Science as Field - Presentation *
- CS 231 - VIM and command line tutorial
- CS 231 - VIM and TABe Tutorial
- Robotics (Odometry, Lidar, and line following)
Abstract:
Near Earth Object ML-Recommender. This recommender is unique as it analyzes and tracks astroids that are in close approaches to the earth. Deploys SVM and K-fold machine learning algorithms on full and changing dataset. It offers a recommender system by means naive methods of indexing weights via the correlation matrix.
Existing methods often require manual domain expertise labeling, time-consuming assessments and may not be adaptive to the rapidly
growing dataset. The large volume of data that NASA is generating of hazardous candidates require automated systems that can highlight potential threats. My project aims to fill the gap. Project aims to contribute to the field by assisting astronomers, astro-physicists, and researchers in making focused decisions on what to objects to investigate.
|
- Model: mysql, rabbit mq(jobrunner) - View: Bootstrap - Controller: Flask - CI/CD: Heroku |
 
|
|
|
RetroConvert: Graphics framework for visualizations. Custom API [Style | Size] pixel interface using javaFX. Enables artists to convert higher bit graphics to lower bit graphics, then artisticly correct or edit final render. Can create an n X m resolution grid with any pixel primative (i.e ovals, stars, or chamfered squares).
Random Helpful Skripts
Helpful to me at least.
logger4py :
logger4py is just another python Logger Implementation. Inspired by the Log4Shell fiasco.
probcr : *
Experimented with adding probabilistic judgments based on Corpus linguistics to an OCR system(Tesseract-OCR).
Contributor to OCR library. https://github.com/aaronbrick/probcr
create_flask_app :
Flask Templating engine to create apps. An attempt to give flask a "npm init react-app my-app" cloned functionality.
Web Skrapper:
Web scrapper project pulling all certifications that are offered by CCSF. A study involving multi processing threads.
cidr calculator : https://github.com/tcwbot/public/blob/main/scripts/cidr.py
FlaskApp cidr | subnet calculator.
interrupt_driven :
tool for managing priorities (Kanban)
ML Study :
First attempt on understanding the Perceptron
|
|
 |
 |
 |
 |
 |
https://github.com/tcwbot/public/blob/main/accolades.md
- An Introduction to Statistical Learning
https://www.statlearning.com/ - The Elements of Statistical Learning
The Elements of Statistical Learning - Probability!
https://bookdown.org/probability/beta/