Thomas J James's repositories
NBA_Data_Analysis_Using_Machine_Learning_and_Natural_Language_Processing
NBA Data Analysis: Conference-Rank Predictions using Machine Learning and NLP Sentiment & Semantic Analysis using Twitter & Reddit Data
Synthesizing_Office_Floor_Plans_Using_Generative_Adversarial_Networks
Testing different types of GANs models to determine which one best can produce new architectural business building floorplans using a set of black-and-white floorplan image files
Awesome-Geospatial
Long list of geospatial tools and resources
Chat_with_PDFs
This project aims to develop an advanced PDF reader leveraging the capabilities of Google Gemini and LangChain. 📚 Google Gemini provides robust natural language processing (NLP) functionalities, which are seamlessly integrated with LangChain's powerful chain-of-thought reasoning capabilities to create an intelligent PDF reader. 🌟📖
cs-dlp
Script for downloading Coursera.org videos and naming them.
explainerdashboard
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
lakeFS-samples
lakefs-samples repository
RoboCAT
Implementation of Deepmind's RoboCat: "Self-Improving Foundation Agent for Robotic Manipulation" An next generation robot LLM
SIADS_591_592_Milestone1_Project_UMich_MADS
Developed data analysis that compares Zillow house prices with LANDSAT satellite imageries and air pollution data. Discovered 17.5 percent variance in housing-prices spread across nine different landscape-environments, providing evidence that different housing-environments can influence housing-prices
streamlit-example
Example Streamlit app that you can fork to test out share.streamlit.io
techniques
Techniques for deep learning with satellite & aerial imagery
unsloth-finetuning-LLMs
Finetune Llama 3, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory