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coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

debtdefaultresearch

对截止至2017年7月17日的债券违约事件进行梳理归因，并寻找宏观流动性影响因素，组成数据集。运用Lasso回归进行特征提取后，输入带L2惩罚项LR、SVM、NN、GBDT、RF等机器学习模型进行违约预测，得出GBDT预测效果最好以及特征工程对线性模型预测效果具有重要性的结论。

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

exercises-in-programming-style

Comprehensive collection of programming styles using a simple computational task, term frequency

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

listed_company

machine-learning-in-action-python3

《机器学习实战》的python3源码

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

machinelearning

machinelearninginaction

Source Code for the book: Machine Learning in Action published by Manning

ml-notes

台大李宏毅老师《机器学习》笔记，在线阅读地址：https://scarleatt.github.io/categories/ML-notes/

nebula

A distributed, fast open-source graph database featuring horizontal scalability and high availability

open-solution-home-credit

Open solution to the Home Credit Default Risk challenge :house_with_garden:

scikit-learn

scikit-learn: machine learning in Python

the-kaggle-book

Code Repository for The Kaggle Book, Published by Packt Publishing