4th Place Solution for Mercari Price Suggestion Competition on Kaggle using DeepFM variant.
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- Python
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snapshot-ensemble
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Keras implementation (tensorflow backend) of natural language inference
clr attention-mechanism natural-language-inference snli swa siamese-network siamese-lstm nli infersent decomposable-attention siamese-cnn snapshot-ensemble esim sgdr
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- Python
Malaria Parasite Detection using Efficient Neural Ensembles. Malaria, a life threatening disease caused by the bite of the Anopheles mosquito infected with the parasite, has been a major burden towards healthcare for years leading to approximately 400,000 deaths globally every year. This study aims to build an efficient system by applying ensemb…
deep-learning neural-network healthcare digitalpathology biomedical-image-processing interpretable-deep-learning explainable-ai wholeslide-imaging snapshot-ensemble malaria-detection whole-slide-image
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- Jupyter Notebook
Based on our paper "SnapEnsemFS: A Snapshot Ensembling-based Deep Feature Selection Model for Colorectal Cancer Histological Analysis" published in Scientific Reports, Nature (2023).
deep-learning feature-selection medical-imaging nature swarm-intelligence scientific-reports snapshot-ensemble colorectal-cancer
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- Python
This project is made for my undergraduate thesis
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- Python
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