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c9-python-getting-started

Sample code for Channel 9 Python for Beginners course

code

Source code for the General Ocean Turbulence Model

data_preprocessing

This data preprocessing project is to deal with some atmospheric and ocean variables.

kdtree

matlab实现对数据建立kd树，并且实现最近邻搜索

keras

Deep Learning for humans

kmeans

kmeans算法的python实现

kmeans_clustering

Using kmeans clustering in sklearn model to test a 2-dimension matrix,

linear_regression_demo

This is the code for "How to Make a Prediction - Intro to Deep Learning #1' by Siraj Raval on YouTube

linear_regression_project

lstm-spider

machinelearning

Machine learning algorithms implemented by pure numpy

map_plots

Using python packages including matplotlib and cartopy to plot maps.

mapplots

Using python packages including matplotlib and cartopy to plot maps.

models

Models and examples built with TensorFlow

multiple-linear-regression

multiple-linear-regression-1

A simple python program that implements a very basic Multiple Linear Regression model

mysite

python_plots

using python packages including matplotlib and cartopy to plot maps on the earth.

simple-linear-regression

Simple Linear implementation with python

textinfoexp

自然语言处理相关实验（基于sougou数据集），包含文本特征提取（TF-IDF），文本分类，文本聚类，word2vec训练词向量及同义词词林中文词语相似度计算、文档自动摘要，信息抽取，情感分析与观点挖掘等。