tz28/some-libraries

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MIT License
Created about 6 years ago
Updated about 6 years ago

tz28/some-libraries

tz28

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项目中用到的一些库（现在不太好找了）（some libraries that is difficulty to find in the project）

Chinese-number-gestures-recognition

基于卷积神经网络的数字手势识别安卓APP，识别数字手势0-10（The number gestures recognition Android APP based on convolutional neural network(CNN), which can recognize the gestures corresponding number 0 to 10）

deep-learning

personal practice（个人练习，实现了深度学习中的一些算法，包括：四种初始化方法（zero initialize, random initialize, xavier initialize, he initialize），深度神经网络，正则化，dropout，三种梯度下降方法(BGD, SGD, mini-batch)，六种优化算法(momentum、nesterov momentum、Adagrad、Adadelta、RMSprop、Adam)，梯度检验、batch normalization）、RNN

machine-learning

personal practice,个人练习项目，包括：在ID3的基础上增加了可视化决策树、实现了weka中text转arff格式

Jupyter Notebook

Price-prediction-and-recommendation-of-second-hand-housing-in-Shanghai

基于postgresql+机器学习库MadLib的上海地区二手房价格预测及推荐）

ConvexHull

Graham扫描法寻找凸包/Graham's scan for Convex Hull

Derivation-of-LDA-series-formula

LDA系列公式推导（吉布斯采样，Gibbs Sampling）