NoteBooks Statistics and MachineLearning:旧的UnsupervisedLearning.com(RIP)机器学习和统计博

fraud1654 2 0 ZIP 2021-02-09 20:02:14

NoteBooks-Statistics-and-MachineLearning:旧的UnsupervisedLearning.com(RIP)机器学习和统计博客中的Jupyter笔记本

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NoteBooks-Statistics-and-MachineLearning-master.zip (预估有个51文件)

NoteBooks-Statistics-and-MachineLearning-master

0016 Paired Samples t-Test on Women's Shoes.ipynb 68KB

0019 Welch's t-Test on Baseball Batting Average.ipynb 33KB

0018 Pooled Variance t-Test Recipe.ipynb 35KB

0002 Using Python pandas DataFrame.ipynb 10KB

0003 Data Alignment with Python pandas DataFrame.ipynb 10KB

0029 Solving a Linear System with Numpy and Matrix Algebra.ipynb 4KB

0026 Bayes Theorem and Conditional Probability.ipynb 6KB

0022 One-Way ANOVA Analysis of Variance.ipynb 97KB

0008 Exploring the Variance and Standard Deviation.ipynb 25KB

0005 Matplotlib Styling Options.ipynb 113KB

0014 Hypothesis Testing with Bird Strike Incidents.ipynb 48KB

data

brainhead.csv 3KB

klout-scores.csv 12KB

wildlife.csv 1.08MB

guitar-model.csv 872B

baseball_stats.csv 33KB

baby-names2.csv 8.83MB

stock_data.csv 69KB

feature-engineering.csv 3KB

garmin-vivofit.csv 5KB

entropy.csv 137B

tweets.csv 43KB

0009 NumPy Dot Matrix Multiplication.ipynb 4KB

0025 Independent Events and Compound Probability.ipynb 29KB

0006 Baby Name Diversity with Pandas.ipynb 90KB

0021 Multivariate Linear Regression with Gradient Descent.ipynb 181KB

0012 Exploring the Central Limit Theorem.ipynb 89KB

0024 Gaussian Naive Bayes Classification in Python.ipynb 68KB

0028 Using TF-IDF for Text Mining in Python.ipynb 11KB

0020 Shapiro-Wilk test for Normality.ipynb 47KB

0031 Decision Tree Classifier on Guitar Models.ipynb 55KB

0023 Calculus - Functions and Limits.ipynb 24KB

0017 Independent Samples t-test on Wine Prices.ipynb 39KB

.idea

scopes

scope_settings.xml 139B

vcs.xml 180B

.name 9B

modules.xml 270B

encodings.xml 164B

misc-MANCAVE.xml 212B

NoteBooks.iml 344B

0011 Using the Probability Density Function.ipynb 83KB

0027 SVM Classifier Example on Recognizing Twitter Users.ipynb 56KB

0010 Exploring the Standard Normal Distribution.ipynb 94KB

0007 Mean, Median and Mode with Garmin Vivofit Data.ipynb 146KB

README.md 144B

0001 Using Python pandas Series.ipynb 14KB

0004 Apply functions to Python Pandas DataFrame.ipynb 8KB

0015 Exploring t-test and Cohen's d effect size.ipynb 120KB

0013 Confidence Interval of a Klout Score sample.ipynb 56KB

0032 Shannon's Entropy and Information Gain for Decision Trees.ipynb 11KB

0030 Binary One-Hot Feature Extraction for Machine Learning in Python.ipynb 9KB

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NoteBooks Statistics and MachineLearning:旧的UnsupervisedLearning.com(RIP)机器学习和统计博

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