kylema000 Goto Github PK

covidcrimecorrelation

Using map reduce and spark to process crime and covid data in 2020 nyc and find correlations.

federated_tumor_segmentation

Federated learning pipeline for brain tumor segmentation model from MRI images with centralized baseline and simulation.

hematoma-segmentation

A Deep Learning pipeline that segments hematoma from brain CTs. Experiments with Tensor Factorization Method in Unet, as an alternative of Squeeze and Excitation Block

kylema000

nlpinformationretrival

Using machine learning method, especially TF-IDF and cosine similarity to perform information retrieval tasks, machine search query to document abstract

nlptagging

Using machine learning to give part of speech tagging to input sentences

optic-nerve-segmentation

A teacher-student deep learning pipeline that segments optic nerve from brain CTs and a GUI for labeling which CT slices contains the Optic Nerve

real-time-facemask-detection

Final project for DS-UA 301: A real time face mask detector based on fine-tuned Faster R-CNN model.

sarcasmdetection

Using machine learning method to train sarcasm detection algorithms

sensitiveworddetection

Detect sensitive chinese words in a sentence based on input sensitive dictionary

the-last-rep-gym-website

Website for The Last Rep Co owned by Andrei Selenskikh