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Haitao Huang's Projects

comma2k19 icon comma2k19

A driving dataset for the development and validation of fused pose estimators and mapping algorithms

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

dogs-vs.-cats icon dogs-vs.-cats

优达学城(Udacity)机器学习工程师纳米学位毕业项目

face-recognition icon face-recognition

基于Kaggle提供的开源数据集Five Celebrity Faces Dataset,构建基于迁移学习方法的人脸识别模型

handson-ml icon 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.

kaggle-titanic icon kaggle-titanic

Entry in the Titanic: Machine Learning from Disaster competition @ kaggle.com

machine-learning-learning-notes icon machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!

meachine-learning-learning-notes icon meachine-learning-learning-notes

在学习Aurelien Geron写的《机器学习实战-基于Scikit-Learn和TensorFlow》的过程中,对每一章节的主要内容进行简单的梳理,便于以后复习。

orca icon orca

a new simulator for statistical arbitrage

quantitive-investing icon quantitive-investing

To find the habits of stocks market, we create this project, which would try to apply machine learning techniques and develop our own algorithms.

titanicr icon titanicr

Kaggle Challenge: Titanic - Machine Learning from a Disaster

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