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William Sun's Projects

data-driven-pv icon data-driven-pv

Bridging the gap between photovoltaics R&D and manufacturing with data-driven optimization

datasciencer icon datasciencer

a curated list of R tutorials for Data Science, NLP and Machine Learning

dboard icon dboard

dboard provides a way to do run multiple training models with deepdetect, storing the results in elasticsearch for data analysis and visualization

dddp icon dddp

DDDP: Data Driven Design of Perovskite

deal-finders-and-matchers icon deal-finders-and-matchers

Deals finders and matchers Creates a map based deal locator. Merchants in a particular area can describe a set of deals that are available. A user can then search for deals within a specific radius, The search can be further optimized by category. Categories are merchant defined and therefore a mechanism of cross-referencing the same categories described using different words becomes necessary. This uses a map based front-end and locates deals within a specific radius.

deepdetect icon deepdetect

Deep Learning API and Server in C++11 with Python bindings and support for Caffe

deeposm icon deeposm

Train a deep learning net with OpenStreetMap features and satellite imagery.

deis.io icon deis.io

Public website for the Deis project

detector-19 icon detector-19

expert system for diagnosis of possible infection by the COVID-19 virus

diffpol icon diffpol

Calculates polarization profile in ABO3 perovskites from CASTEP .cell files (or .cif files)

dissertation icon dissertation

This project was part of my final year project, and includes using python to compare the use of different machine learning algorithms to a dataset of perovskites which was created by merging various databases found online.

dl-setup icon dl-setup

Instructions for setting up the software on your deep learning machine

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