DragosTana
Student of Artificial Intelligence at the University of Florence. Chief of Trajectory and Controls division at @FRT-Driverless
Florence
Pinned Repositories
boosting
Python implementation of Gradient Boosting and AdaBoost compatible with the Sklearn framework. Projects for the Statistical Learning course.
cv_homework
Homeworks for the Computer Vision course
deep_learning_applications
This repository contains the implementations of all the laboratory exercises completed during the Deep Learning Application course (Spring 2024)
DragosTana
Config files for my GitHub profile.
image_processing
2D convolution in image processing parallelized with OpenMP and CUDA.
kmeans
KMeans algorithmn parallelized with OpenMP
Longformer
A Pytorch implementation of Longformer: The Long-Document Transformer.
ml_homework
Repository containing all the assignments for the Statistical Learning course.
proximity_gradient
Repo containing a Python implementation of Proximity Gradient optimization algorithm and a logistic regression estimator.
sucklearn
Add one for the sklearn library that implements new methods such as kenrel regression, super-learner framework, SOM clustering besides a few that are already implemented in the standard framework but i like to implement on my own.
DragosTana's Repositories
DragosTana/boosting
Python implementation of Gradient Boosting and AdaBoost compatible with the Sklearn framework. Projects for the Statistical Learning course.
DragosTana/kmeans
KMeans algorithmn parallelized with OpenMP
DragosTana/image_processing
2D convolution in image processing parallelized with OpenMP and CUDA.
DragosTana/ml_homework
Repository containing all the assignments for the Statistical Learning course.
DragosTana/sucklearn
Add one for the sklearn library that implements new methods such as kenrel regression, super-learner framework, SOM clustering besides a few that are already implemented in the standard framework but i like to implement on my own.
DragosTana/cv_homework
Homeworks for the Computer Vision course
DragosTana/DragosTana
Config files for my GitHub profile.
DragosTana/Longformer
A Pytorch implementation of Longformer: The Long-Document Transformer.
DragosTana/proximity_gradient
Repo containing a Python implementation of Proximity Gradient optimization algorithm and a logistic regression estimator.
DragosTana/pure_pursuit
MPC is better but Pure Pursuit is easier, and thus better.
DragosTana/pyndemic
Some cool pandemic models
DragosTana/rnn_dynamics
Analysis of the behavior of RNNs from a system dynamics point of view.
DragosTana/super_learner
A parallel implementation of the Super Learner estimator in Python. Winner of the Statistical Learning course contest!
DragosTana/deep_learning_applications
This repository contains the implementations of all the laboratory exercises completed during the Deep Learning Application course (Spring 2024)