Kenneth Zhang's Projects
Repository for Code involving the development and training of U-Net for Aerial Drone Image Segmentation
Attention-Mechanism Based Recommendation System with Collaborative Filtering
Kenneth Zhang's AWS Data Exchange Project
BackOptions: Options Pricing Engine with GPU support
BMP Image Edge Detection and Annotation
Scripts simulating the approximation of inverse transformations of probabilistic Markov Kernels for the inference of past states in observable data.
An AE that converts grayscale landscape images to coloured images.
Colorize any grayscale image from the 1800s to 1900s using AEs in PyTorch
A repo containing reconstructions of classic games using unconventional implementations
CryptoGuardian: ML-Enhanced Wallet & Transaction Monitor
My solutions and study notes for Stanford's CS 224N Course - Course Audit under guidance of Stanford NLP
Leveraging dihypergraphs and latent spaces for conversation context extraction and flow modelling
Machine Learning Programs for DAO Analysis
DataRocket: Turbocharged Data Cleaning and Parsing
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Github Repo with code for the Deeplearning.ai Pie & AI Session in Cambridge, led by Kenneth Zhang and Michael Steinberg
Leveraging DIrected Hypergraphs for Directed Graph Analysis of Repo Commits Anomaly Detection paired with BERT Attention Masking
This project is an implementation of a flexibility curve, bid, and an evaluation system for distributed system operators (DSOs). It also includes a local flexibility market winner determination problem (LFM-WDP) solver to decide which bids to accept based on their valuation.
Doing Classification on funky classification datasets to prove that sigmoid & ReLU are goated activation functions.
Generative Context Control Flow for Large Language Models
GFlowNet implementation for Neural Machine Translation (NMT)
Graph Message Passing Construction for LLM Knowledge + Context Graph Link Prediction and Embedding Representations
Web App Demo for Streamlit GreyH2O Application