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[2021]
Playlist optimisation
for Spotify
[2021] Mapping Melbourne's
cycling infrastructure
with OpenLayers 🚴
[2021] Extracting
Colour Palettes
with Unsupervised Learning 🎨
[2021] Agent based modelling
exploration
[2020] Statistical analysis of service deserts in Victoria:
report
,
code
📈
[2020]
SortStream
ML powered document sorting
[2020]
DocDump
text and document metadata extraction
[2020] Automated data exploration in R:
code
:
Titanic example
Economic example
[2019] Unsupervised ML
image embedding
to measure art style and visual similarity
[2019]
Dimensionality reduction
for art style embeddings
[2019] Navigation App for Urban Cyclists:
Write up
Code
"The Submarine" feature
🚴
[2019] Exploration of ML
Document Classification Techniques
-
Code
[2019] Interacting agent simulation and statistical physics to model
fashion epidemics
🤖
[2019] Deep Dream implementation in
Keras
[2018] A
replication and extension
of the paper "The Impact of Economic Conditions on Participation in Disability Programs: Evidence from the Coal Boom and Bust"
[2018] Economic and financial market evaluation with
similarity methods
[2018] How
Animal Investors
Beat the Market
[2018]
URL Sketchifier
: Give your urls a look that Gmail will flag as suspicious
[2018] Logistic Regression — Understanding Explainable AI:
write up
code
[2018] Decision Trees — Understanding Explainable AI:
write up
code
🌳
[2018] Building Google's art and culture
portrait matcher
[2018]
Analysing bird flight
by merging videos in MATLAB
[2017] Developing a
compass web app
with mobile sensor integration
[2017] Developing
autoencoders
for image correction
[2017]
Mini-max algorithm
for Connect 4
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