Jason Stock's Projects
Machine Learning project focused on improving robustness of image classification
Big Data project related to historical crime reports in Chicago against weather conditions.
Reinforcing Canine Behavior in Real-Time with Machine Learning on an Embedded Device
Improved Retrievals of Vertical Profiles of Temperature and Moisture Using Numerical Weather Prediction Models Combined with Satellite Data via Machine Learning
Natural Language Processing - Spring 2021 Programming Assignments
Using Dijkstra's Shortest Paths to Route Packets in a Network Overlay
Using Apache Spark to Analyze the Instacart Dataset
A Distributed, Replicated, and Fault Tolerant File System: Contrasting Replication and Erasure Coding
Initial public release of code, data, and model weights for FourCastNet
Clustering Cloud Types from the Geostationary Operational Environmental Satellite (GOES-16)
Analyzing on-time performance of commercial flights in the United States using MapReduce
Using MapReduce to Analyze the Million Song Dataset
Memory Based Sequential Attention
Base Machine Learning Code
Double Descent with Polynomial Regression in MLX
Grokking on modular arithmetic in less than 150 epochs in MLX
Scalable, Decentralized, and Self-Organizing Peer to Peer Network
Analyzing the Relationship Between Commit Messages and Maintainable Software
Collection of work over different areas of interest.
Using Thread Pools & Micro Batching to Manage and Load Balance Active Network Connections
Project oriented towards information retrieval and recreating the mechanisms behind early web browsing.
Using Apache Spark for PageRank
SRViT: Satellite to Radar Vision Transformer
Personal Website
Detecting the Most Popular Topics from Live Twitter Message Streams using the Lossy Counting Algorithm with Apache Storm
Subvocal Representations of Natural Language for Text Classification