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Marcus Tan's Projects

airbyte icon airbyte

Airbyte is an open-source EL(T) platform that helps you replicate your data in your warehouses, lakes and databases.

chest-x-rays-multiclass-densenet-attention icon chest-x-rays-multiclass-densenet-attention

Pytorch code for multi-label classification of chest X-rays with DenseNet, ResNet and DenseNet-121 with attention mechanism. Heatmap generation using Grad-CAM has also been implemented for DenseNet-121 and DenseNet-121 with attention model

formsg icon formsg

Form builder for the Singapore Government

igfem-curves-2d icon igfem-curves-2d

Solve heat equation in a rectangular domain with straight/curved micro-channel source/sink using 2D IGFEM

image-colorization icon image-colorization

Implements the method described in the paper "Colorization using optimization" by Levin et al. A GUI appears for the user to color the image with built-in color palettes or colors from another source image

jabref icon jabref

Graphical Java application for managing BibTeX and biblatex (.bib) databases

movie-recommender icon movie-recommender

Recommends movies using the collaborative filtering functions from the R recommenderlab library. GUI is implemented using the Shiny app

openpdf icon openpdf

OpenPDF is a free Java library for creating and editing PDF files with a LGPL and MPL open source license. OpenPDF is based on a fork of iText. We welcome contributions from other developers. Please feel free to submit pull-requests and bugreports to this GitHub repository. ⛺

opt-igfem-2d icon opt-igfem-2d

Gradient-based optimization of 2D microchannels with IGFEM

sales-forecast icon sales-forecast

Use K-nearest neighbor and linear ridge regression to predict future sales

sentiment-analysis icon sentiment-analysis

Binary classification of sentences into positive and negative sentiments. Use bag-of-words to vectorize sentences, elasticNet logistic regression and Xgboost binary model for classification

spotbugs icon spotbugs

SpotBugs is FindBugs' successor. A tool for static analysis to look for bugs in Java code.

teammates icon teammates

This is the project website for the TEAMMATES feedback management tool for education

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