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b76

R package to compute the Implied Volatility and plot the Volatility Skew using the Black-76 option pricing model

bt3103_w2ex5_jason_yip

Created with CodeSandbox

bt4013

bt4222

cheetah

citi_bike_analysis

Project for BT2101: Decision Making Methods and Tools

clustering_sgx_stocks

There's a general understanding that stocks usually move together if they are in the same industry. I aim to test those intuitions with some historical data

farmergradingplatform

Developed a dashboard as a platform for stakeholders to view farmers by their grading and identify opportunity for investments.

game-theoretic-agent-simulation

Multi-agent simulation to model the game-theoretic behaviour of countries' climate policy

index-tracking-portfolio-optimization

instascraper

Automating Social Media Contests with Web Scraping

l1datamovementprediction

A multi-label, multi-class classifier for an intra-day L1 order book data of a single security.

moddo

A collaborative recommender system for school modules written from scratch in R

music_classification

An image-based classification of music genres using CNNs on spectrograms

notex

NoteX uses Computer Vision and Speech Recognition to convert handwritten notes and voice recordings into text

nowcast

regression_analysis

In-depth regression analysis

sgtextgenerationlstm

Generating Singlish Text Messages with a LSTM Network

spatial-accessiblity-in-singapore

Fully functional dashboard application developed within 48 hours during the IDE@DataSpark Open Hackathon which won First Place

stocksentimenttrading

Algorithmic Trading using Sentiment Analysis on News Articles

theshippingoptimizer

The Shipping Optimizer is a tool for shippers to find the most cost-saving route for their shipment (includes multiple variables like cargo weight and value).

trash-simulation

A multi-agent system to model littering behaviour

vuetemplate

x-insight

A lightweight package which enhances existing Learning Management Systems by understanding viewers' interest through Computer Vision and Sentiment Analysis

yolo

YOLO v3 Object Detection with Voice Feedback using gTTS