Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone

Factored inference for discrete-continuous smoothing and mapping.

Official release of MSHT: Multi-stage Hybrid Transformer for the ROSE Image Analysis of Pancreatic Cancer https://ieeexplore.ieee.org/document/10006398

The repository gives case studies on short-term traffic flow forecasting strategies within the scope of my master thesis.

Monte Carlo simulation for financial instruments.

Using Gaussian Processes for Deep Neural Network Predictive Uncertainty Estimation

Source code for the paper "HyPhAICC v1.0: a hybrid physics–AI approach for probability fields advection shown through an application to cloud cover nowcasting".

Predictive Modeling of Neurological State with Multidimensional Time Series Data in Parkinson Disease Patients

Machine Learning Research to Advance Simulation Science

A machine learning project to develop a robust Book Recommendation System using collaborative filtering and hybrid approaches. The system predicts user ratings and provides personalized book recommendations, evaluated with metrics like RMSE, Precision, Recall, and F1 Score

Time Series Forecasting using Linear Regression, Trend, Seasonality, Hybrid models

Data Science 2023-24

In my code portfolio, I generally try new techniques and methods in machine learning. I don't like only copying and pasting.

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