4th Place Solution for Mercari Price Suggestion Competition on Kaggle using DeepFM variant.
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Jul 24, 2018 - Python
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snapshot-ensemble
Here are 6 public repositories matching this topic...
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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Apr 16, 2019 - 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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Dec 12, 2023 - Jupyter Notebook
tidyverse
eda
pytorch
hyperparameter-tuning
ensemble-model
imbalanced-data
resampling-methods
model-stacking
word2vec-embeddinngs
snapshot-ensemble
shap
optuna
lr-scheduling
gradcam-visualization
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May 31, 2021 - 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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Jun 29, 2023 - Python
This project is made for my undergraduate thesis
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Jul 12, 2023 - Python
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