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1. image-colorization image-colorization Public

   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 sour…

   Python 1

2. movie-recommender movie-recommender Public

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

   R

3. sales-forecast sales-forecast Public

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

   Python

4. sentiment-analysis sentiment-analysis Public

   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

   R

5. Opt-IGFEM-2D Opt-IGFEM-2D Public

   Gradient-based optimization of 2D microchannels with IGFEM

   C++

6. chest-X-rays-multiclass-densenet-attention chest-X-rays-multiclass-densenet-attention Public

   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…

   Python 5 1