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Image_Captioning
Image_Captioning PublicVitGPT 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
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Predict_ICU_mortality_NLP
Predict_ICU_mortality_NLP PublicPredict 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
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Detect_genre_based_on_music_file
Detect_genre_based_on_music_file PublicA hidden markov models trained to differentiate between genres of music based on wav file
Jupyter Notebook 1
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Skin_cancer_image_classification
Skin_cancer_image_classification PublicFine-tuned transfer learning based model to classify dermatoscopic images and predict the presence of skin cancer
Jupyter Notebook
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Forecasting_daily_stock_prices
Forecasting_daily_stock_prices PublicA bi-directional LSTM model (Keras) to forecast daily stock prices obtained from Yahoo Finance
Jupyter Notebook 1
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Image_classification_algorithms_from_scratch
Image_classification_algorithms_from_scratch PublicBuilt k-means and MICD classification algorithms from scratch to classify texture images
MATLAB
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