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imics-lab/positional-encoding-benchmark
imics-lab/positional-encoding-benchmark PublicThis repository offers a comprehensive overview and quantitative benchmarking of positional encoding methods in transformer-based time series models.
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imics-lab/TemporalContext-BayesDL
imics-lab/TemporalContext-BayesDL PublicEnhancing Time-Series Prediction with Temporal Context Modeling: A Bayesian and Deep Learning Synergy
Jupyter Notebook 6
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Auto-tuning-Hyper-Parameters-of-SGD-Recommender-Systems-by-Genetics-Algorithm
Auto-tuning-Hyper-Parameters-of-SGD-Recommender-Systems-by-Genetics-Algorithm PublicIn this Project, we propose a genetic algorithm to tune the hyper-parameters automatically
Python 3
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Federated-Learning-in-Healthcare
Federated-Learning-in-Healthcare PublicThis project demonstrates Federated Learning applied to healthcare data for predicting patient readmission risk.
Python 7
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Matrix-Factorization-with-SGD-model
Matrix-Factorization-with-SGD-model PublicThis Python script performs matrix factorization using adaptive learning rate and fractional optimization techniques to predict user-item ratings in a collaborative filtering setting.
Python 4
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AReM-DeepLearning-ActivityRecognition
AReM-DeepLearning-ActivityRecognition PublicThis repository contains the code and resources for the Activity Recognition System based on Multisensor Data Fusion (AReM) project, completed as part of the deep learning course (CS7389H) at the D…
Jupyter Notebook 4
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