scottpitcher

bike_timeseries_forecasting_gcp

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.

spotify-user-engagement

Develop a system that personalizes music recommendations for users and analyzes their engagement and retention.

tampa-ai

(In-progress) Finetuning OpenAI's GPT-3.5-Turbo as a base model on open-source data about the Tampa Bay region to create a chatbot specializing in information on the area!

scottpitcher/bike_timeseries_forecasting_gcp

scottpitcher/Clothing-Classification-PyTorch

Using CNNs in PyTorch to classify clothing images.

scottpitcher/Customer_RecommendationSystem

Using the MovieLens dataset, will create a customer recommendation system from scratch using PyTorch.

scottpitcher/Decoder_LLM

Dive deeper into LLMs via creating a micro-LLM decoder from scratch to best understand the architecture.

scottpitcher/langchain-experiments

Building Apps with LLMs

scottpitcher/NYC-Housing-Regression-Classification

Statistical analysis using machine learning models (XGBoost) to uncover trends in the New York housing market!

scottpitcher/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.

scottpitcher/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.

scottpitcher/r_programming_class

A collection of miscellaneous assignments from my R Programming class.

scottpitcher/scottpitcher

scottpitcher/spotify-user-engagement

Develop a system that personalizes music recommendations for users and analyzes their engagement and retention.

scottpitcher/tampa-ai

(In-progress) Finetuning OpenAI's GPT-3.5-Turbo as a base model on open-source data about the Tampa Bay region to create a chatbot specializing in information on the area!

scottpitcher/text_analysis