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1. KAN-for-Survival-Analysis KAN-for-Survival-Analysis Public

   CoxKAN: Extending Cox Proportional Hazards Model with Symbolic Non-Linear Log-Risk Functions for Survival Analysis

   Jupyter Notebook

2. PyTorch-Transformer-for-RUL-Prediction PyTorch-Transformer-for-RUL-Prediction Public

   Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo, Y., Wu, Q., Li, X., & Huang, B. (2021). Remaining useful l…

   Python 246 50

3. PyTorch-LSTM-for-RUL-Prediction PyTorch-LSTM-for-RUL-Prediction Public

   PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Partially inspired by Zheng, S., Ristovski, K., Farahat, A., &…

   Python 140 22

4. Hedging-Impermanent-Loss-in-Uniswap-V3 Hedging-Impermanent-Loss-in-Uniswap-V3 Public

   By DeFiNER, Decentralized Finance Navigates Every Route. A Solution Framework for Modeling and Hedging Impermanent Loss and Dynamic Liquidity Provision Using Deep Reinforcement Learning in Uniswap …

   Jupyter Notebook 2

5. PyTorch-CNN-for-RUL-Prediction PyTorch-CNN-for-RUL-Prediction Public

   PyTorch implementation of CNN for remaining useful life prediction. Inspired by Babu, G. S., Zhao, P., & Li, X. L. (2016, April). Deep convolutional neural network-based regression approach for est…

   Python 88 19

6. PyTorch-PDQN-for-Digital-Twin-ACS PyTorch-PDQN-for-Digital-Twin-ACS Public

   PyTorch implementation of RIC for conveyor systems with Deep Q-Networks (DQN) and Profit-Sharing (PS). Wang, T., Cheng, J., Yang, Y., Esposito, C., Snoussi, H., & Tao, F. (2020). Adaptive Optimizat…

   Python 13 3