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1. Image_Captioning Image_Captioning Public

   VitGPT model fine-tuning pipeline to demonstrate how pre-trained image captioning model can be fine-tuned to solve similar tasks in different domains

   Jupyter Notebook

2. Predict_ICU_mortality_NLP Predict_ICU_mortality_NLP Public

   Predict ICU mortality based on clinicians notes and tabular data (ie. patient information, vitals, etc) by training a logistic regression model on TFIDF features from notes and tabular data. Evalua…

   Jupyter Notebook 2

3. Detect_genre_based_on_music_file Detect_genre_based_on_music_file Public

   A hidden markov models trained to differentiate between genres of music based on wav file

   Jupyter Notebook 1

4. Skin_cancer_image_classification Skin_cancer_image_classification Public

   Fine-tuned transfer learning based model to classify dermatoscopic images and predict the presence of skin cancer

   Jupyter Notebook

5. Forecasting_daily_stock_prices Forecasting_daily_stock_prices Public

   A bi-directional LSTM model (Keras) to forecast daily stock prices obtained from Yahoo Finance

   Jupyter Notebook 1

6. Image_classification_algorithms_from_scratch Image_classification_algorithms_from_scratch Public

   Built k-means and MICD classification algorithms from scratch to classify texture images

   MATLAB