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Eric's Projects

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

machine-learning-with-python icon machine-learning-with-python

此项目是我在学习《机器学习实战》这本书时的代码记录情况,用python实现,当然也会包括一些其他的机器学习算法,使用Python实现

medical-image-classification-using-deep-learning icon 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.

mxbc icon mxbc

蜜雪冰城客户信息管理

pdpbox icon pdpbox

python partial dependence plot toolbox

project icon project

润大农合电子商务购物系统

pymining icon pymining

A few data mining algorithms in pure python

resumesample icon resumesample

Resume template for Chinese programmers . 程序员简历模板系列。包括PHP程序员简历模板、iOS程序员简历模板、Android程序员简历模板、Web前端程序员简历模板、Java程序员简历模板、C/C++程序员简历模板、NodeJS程序员简历模板、架构师简历模板以及通用程序员简历模板

ssh icon ssh

基本的框架架构

tabpy icon tabpy

Execute Python code on the fly and display results in Tableau visualizations

thinkphp icon thinkphp

基于PHP5的简单快速的面向对象的PHP框架

weekly icon weekly

汇总平时看到的好文章,技术、产品、管理均有,尽量保证一周汇总一篇

xcs icon xcs

Accuracy-based Learning Classifier Systems (XCS)

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