Marcus C. Allen, Ph.D.'s repositories
IMU-Tracking
This repository focuses on demonstrating techniques to track kinematics from inertial measurement units (IMUs).
LLM-and-RAG-Algorithms
Captures methods to train Large Language Models and Retrieval Augmented Generation Processes
TensorFlow_v_Pytorch
This repository is a quick project to transfer my TensorFlow framework knowledge to Pytorch
CV_Fitness
This code shows a brief example of how I apply computer vision to measure joint kinematics and kinetics during a gym workout session.
DSA_Journey
This repository serves as my live notes as I learn Data Structures and Algorithms
MLFlow_Tracking_Server
This repository uses docker containers to create a self-managed MLFlow server with a database and bucket storage for ML experiments and artifacts respectively.
prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Stock-Predictor-Feature-Store
Creates a feature store to serve stock predictor features for offline batch training and online serving for the model inference service
Stock-Predictor-ML-Inference
This repository is used to serve and monitor the stock predictor model.
Stock-Predictor-ML-Training
Machine Learning Operations (MLOps) pipeline for my stock prediction forecast model
Weather-App-Backend
This code serves as the backend of the weather application where ExpressJS is used to pull data from weather.gov
Weather-App-Frontend
Used ReactJS to create a weather web application. This code is paired with its backend counterpart via https://github.com/marcus-24/Weather-App-Backend