Scott Pitcher's repositories
Clothing-Classification-PyTorch
Using CNNs in PyTorch to classify clothing images.
Customer_RecommendationSystem
Using the MovieLens dataset, will create a customer recommendation system from scratch using PyTorch.
Decoder_LLM
Dive deeper into LLMs via creating a micro-LLM decoder from scratch to best understand the architecture.
langchain-experiments
Building Apps with LLMs
NYC-Housing-Regression-Classification
Statistical analysis using machine learning models (XGBoost) to uncover trends in the New York housing market!
PokemonPlatinum.AI
Developing a Reinforcement Learning model to learn to play Pokemon Platinum, integrating this into the code through a desktop emulator such as DeSmuME. Will then utilise RLHF (Reinforcement Learning with Human Feedback) for model training.
R_carbon_package
For my R Programming course, we were tasked with creating an R package. I chose to create a package centered around functions to calculate one's carbon usage. Rough estimates were used for estimation.
r_programming_class
A collection of miscellaneous assignments from my R Programming class.
spotify-user-engagement
Develop a system that personalizes music recommendations for users and analyzes their engagement and retention.