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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).

aws_jupyter_anaconda

A bunch of scripts to install Miniconda and Jupyter on your reserved AWS spot instances

camera-relocalization

braingarden.ai testcase

flight-delays-fall-2018

kaggle inclass competition private repo

how-good-is-your-medium-article

liegroups

Python implementation of SO2, SE2, SO3, and SE3 matrix Lie groups using numpy or pytorch

ml-project-template

Skip the pain and get right down to work with the lovely Jupyter.

mlcourse.ai

Open Machine Learning Course

mldaspec

Repo for course materials and notebooks for the "Machine Learning and Data Analysis" specialisation on the Coursera by Yandex and MIPT

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

orb_slam2

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

p-w

Build a Jekyll blog in minutes, without touching the command line.

plotneuralnet

Latex code for making neural networks diagrams

pykitti

Python tools for working with KITTI data.

pylidc

An object relational mapping for the LIDC dataset using sqlalchemy.

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

rls-med

rtabmap

RTAB-Map library and standalone application

segloss

A collection of loss functions for medical image segmentation

segmentation-mask-overlay

Plotting the segmentation masks has never been so exciting!

ternausnet

UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset

torch-distributed-training

torchcppinference

transformations

Homogeneous Transformation Matrices and Quaternions by Christoph Gohlke and the Regents of the University of California

ukfm

Unscented Kalman Filtering on (Parallelizable) Manifolds (UKF-M)

vae-cancer-nodules

vq-vae-2-pytorch

Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch

vvedenie-mashinnoe-obuchenie

:memo: Подборка ресурсов по машинному обучению