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3d-mri-brain-tumor-segmentation-using-autoencoder-regularization

Keras implementation of the paper "3D MRI brain tumor segmentation using autoencoder regularization" by Myronenko A. (https://arxiv.org/abs/1810.11654).

atamazian

My personal repository

atamazian.github.io

audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

cellpose

a generalist algorithm for cellular segmentation

cmorlet-tensorflow

A TensorFlow implementation of the Continous Wavelet Transform based on the complex Morlet wavelet.

earthquake-map

Interactive earthquake map based on Folium using USGC Earthquake Catalog data.

efficientnet-v2-keras

Efficientnet V2 adapted to Keras functional API.

efficientnet_3d

EfficientNets in 3D variant for keras and TF.keras

fluc-analysis

Package for fluctuation analysis (DFA, etc.)

gg1-sim

Tool designed for G/G/1 queue numerical simulation

glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

glyphnet-pytorch

Сracking Egyptologist's MNIST: PyTorch implementation of the Glyphnet model introduced in "A Deep Learning Approach to Ancient Egyptian Hieroglyphs Classification", Barucci et al., 2021.

graphnet

Graph neural networks for neutrino telescope event reconstruction

kaggle-child-mind-institute-detect-sleep-states

kaggle-rsna-ihd

A package to aid in building models for RSNA Intracranial Hemorrhage Detection competition

kaggle_flower_classification

Classify 104 types of flowers based on their images drawn from five different public datasets.

kaggle_nlp_disaster_tweets

Predict which tweets are about real disasters and which one aren’t.

kaggle_plant-pathology

Identify the type of disease present on Appletree leafs

keras-resnext

Implementation of ResNeXt models from the paper Aggregated Residual Transformations for Deep Neural Networks in Keras 2.0+.

long-text-token-classification

mimic3-benchmarks

Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.

norfair

Lightweight Python library for adding real-time object tracking to any detector.

pycls

Codebase for Image Classification Research, written in PyTorch.

python-rubik

Rubik solving algorithms implemented in Python

pytorchwavelets

PyTorch implementation of the wavelet analysis from Torrence & Compo (1998)

readnet

rsna-resnet10

ses-extract

Tool allowing to aggregate network traffic

significance_trends_paper

Code used in https://arxiv.org/pdf/1411.3903.pdf