imadtyx / machine-learning Goto Github PK

I am listing here some of my best works, whose code, unfortunately, I cannot post publicly due to some propreitary reasons, but are available in the form of research publications:

1. FragNet, a Contrastive Learning-Based Transformer Model for Clustering, Interpreting, Visualizing, and Navigating Chemical Space. (Paper Link)
2. MassGenie: A Transformer-Based Deep Learning Method for Identifying Small Molecules from Their Mass Spectra. (Paper Link)
3. A deep learning based approach for trajectory estimation using geographically clustered data. (Paper Link)
4. An Online Planning Agent to Optimize the Policy of Resources Management. (Paper Link)
5. Adma: A Flexible Loss Function for Neural Networks. (Paper Link)