loveplay1983 Goto Github PK

maiziedu_python_web

manuscriptofxuan

daily thoughts of Xuan

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

mastering.python.design.patterns

《精通Python设计模式》2015年1月

math_note_stats

medical-data

medical-image-analysis

Detection and segmentation of the Left Ventricle in Cardiac MRI using Deep Learning and Deformable models

medical-image-classification-using-deep-learning

Tumour is formed in human body by abnormal cell multiplication in the tissue. Early detection of tumors and classifying them to Benign and malignant tumours is important in order to prevent its further growth. MRI (Magnetic Resonance Imaging) is a medical imaging technique used by radiologists to study and analyse medical images. Doing critical analysis manually can create unnecessary delay and also the accuracy for the same will be very less due to human errors. The main objective of this project is to apply machine learning techniques to make systems capable enough to perform such critical analysis faster with higher accuracy and efficiency levels. This research work is been done on te existing architecture of convolution neural network which can identify the tumour from MRI image. The Convolution Neural Network was implemented using Keras and TensorFlow, accelerated by NVIDIA Tesla K40 GPU. Using REMBRANDT as the dataset for implementation, the Classification accuracy accuired for AlexNet and ZFNet are 63.56% and 84.42% respectively.

meta-learning-

Meta learning is a subfield of machine learning where automatic learning algorithms are applied on metadata about machine learning experiments.

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

ml-from-scratch

Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

ml-study

ML Learning Sabbatical Study Materials

ml-yearning

mlnd_boston_housing

Boston Housing - Udacity Machine Learning Nanodegree Project

models

Models and examples built with TensorFlow

modern-js-cheatsheet

Cheatsheet for the JavaScript knowledge you will frequently encounter in modern projects.

mytardis

MyTardis - a data management system for private lab/facility data

new-coder

New Coder tutorials

nitrate

Django based full-featured test case management system

nlp-tools-summoned

Forcked from zero nlp, focus on Chinese NLP.

notebooks

Some notebooks for NLP

ntpserver

A Python based ntp server

os-tutorial

How to create an OS from scratch

outline-server

Outline Manager, developed by Jigsaw. The Outline Manager application creates and manages Outline servers, powered by Shadowsocks. It uses the Electron framework to offer support for Windows, macOS and Linux.

p1-predicting-boston-housing-prices

Udacity: Machine Learning Nanodegree, Project 1

papers

Summaries of machine learning papers

pencil

The Pencil Project's unique mission is to build a free and opensource tool for making diagrams and GUI prototyping that everyone can use.

pilot_project

start-up coding project

pinax

a Django-based platform for rapidly developing websites

prettytable