ebome Goto Github PK

3d-slicer-extension

996.icu

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

coding-interview-university

A complete computer science study plan to become a software engineer.

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

cs231n-2016-assignment

Neural network on image classification

ebome.github.io

A static website created by Yang. Just for blogs.

hello_world_deep_learning

Hello World Introduction to Deep Learning for Medical Image Classification

karmalego

KarmaLego algorithm implementation

melanoma-detection

A modular programming approach towards detecting/predicting Melanoma skin lesion using ImageProcessing and MachineLearning in Python.

mit6.001x

Using python 3.6 to implement algorithm

mphil-project

past-projects

This repository has project codes for USYD subjects using various languages

pneumonia-diagnosis-using-xrays-96-percent-recall

BEST SCORE ON KAGGLE SO FAR , EVEN BETTER THAN THE KAGGLE TEAM MEMBER WHO DID BEST SO FAR. The project is about diagnosing pneumonia from XRay images of lungs of a person using self laid convolutional neural network and tranfer learning via inceptionV3. The images were of size greater than 1000 pixels per dimension and the total dataset was tagged large and had a space of 1GB+ . My work includes self laid neural network which was repeatedly tuned for one of the best hyperparameters and used variety of utility function of keras like callbacks for learning rate and checkpointing. Could have augmented the image data for even better modelling but was short of RAM on kaggle kernel. Other metrics like precision , recall and f1 score using confusion matrix were taken off special care. The other part included a brief introduction of transfer learning via InceptionV3 and was tuned entirely rather than partially after loading the inceptionv3 weights for the maximum achieved accuracy on kaggle till date. This achieved even a higher precision than before.

python

All Algorithms implemented in Python

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

stanford-cs231n-assignments-in-chinese

Yes, we are translating the famous CS231n 's assignments into Chinese! Join us on WeChat: BigDataDigest

suabe-hackathon-2018

Automation of Post Market Surveillance Report

tensorflow_tutorials

From the basics to slightly more interesting applications of Tensorflow

thesis

Thesis codes & algorithm

unet-segmentation-in-keras-tensorflow

Unet Segmentation