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1. imics-lab/positional-encoding-benchmark imics-lab/positional-encoding-benchmark Public

   This repository offers a comprehensive overview and quantitative benchmarking of positional encoding methods in transformer-based time series models.

   Jupyter Notebook 20 4

2. imics-lab/TemporalContext-BayesDL imics-lab/TemporalContext-BayesDL Public

   Enhancing Time-Series Prediction with Temporal Context Modeling: A Bayesian and Deep Learning Synergy

   Jupyter Notebook 6

3. imics-lab/time-series-embedding imics-lab/time-series-embedding Public

   The repository contains source code and data from the paper titled "Time Series Embedding Methods for Classification Tasks: A Review"

   Jupyter Notebook 6 4

4. imics-lab/t-nnclr imics-lab/t-nnclr Public

   Time Series Nearest-Neighbor Contrastive Learning of Representations (NNCLR)

   Jupyter Notebook 2 1

5. Auto-tuning-Hyper-Parameters-of-SGD-Recommender-Systems-by-Genetics-Algorithm Auto-tuning-Hyper-Parameters-of-SGD-Recommender-Systems-by-Genetics-Algorithm Public

   In this Project, we propose a genetic algorithm to tune the hyper-parameters automatically

   Python 3

6. Federated-Learning-in-Healthcare Federated-Learning-in-Healthcare Public

   This project demonstrates Federated Learning applied to healthcare data for predicting patient readmission risk.

   Python 9