MelanieLu

sfp-cervical-biopsy-runtime

Code execution for the SFP cervical biopsy competition

Algorithmic-Machine-Learning

Barcode_Decoding_Hidden_Markov_Model

Develop a probabilistic model to decode UPC-A barcodes and infer subsequent digits, using a dynamic Bayesian network: Hidden Markov Model

Bayesian_Learning_Gaussian_Mixture_Estimation

Implementation and comparision of EM, Variational Bayes and MCMC methods to estimate a Gaussian Mixture

CEAL-Medical-Image-Segmentation

Active Deep Learning for Medical Imaging Segmentation

Convex_Optimization

Implementation of convex optimization algorithm for Machine Learning and Data Science

Fake_News_Detection

Data challenge aiming to detect fake news, using NLP, Machine Learning, classification (Ramp Platform, school project)

landscapeviz

Visualizing the the loss landscape of Fully-Connected Neural Networks

sfp-cervical-biopsy-runtime

Code execution for the SFP cervical biopsy competition

deep-active-learning

Implementation of active learning features for AxonDeepSeg software (axon-myelin segmentation)

MelanieLu/CEAL-Medical-Image-Segmentation

Active Deep Learning for Medical Imaging Segmentation

MelanieLu/Algorithmic-Machine-Learning

MelanieLu/Barcode_Decoding_Hidden_Markov_Model

Develop a probabilistic model to decode UPC-A barcodes and infer subsequent digits, using a dynamic Bayesian network: Hidden Markov Model

MelanieLu/Bayesian_Learning_Gaussian_Mixture_Estimation

Implementation and comparision of EM, Variational Bayes and MCMC methods to estimate a Gaussian Mixture

MelanieLu/Convex_Optimization

Implementation of convex optimization algorithm for Machine Learning and Data Science

MelanieLu/Fake_News_Detection

Data challenge aiming to detect fake news, using NLP, Machine Learning, classification (Ramp Platform, school project)

MelanieLu/landscapeviz

Visualizing the the loss landscape of Fully-Connected Neural Networks

MelanieLu/sfp-cervical-biopsy-runtime

Code execution for the SFP cervical biopsy competition