Notebook Gallery

Links to the best IPython and Jupyter Notebooks.

Loading web page ...

Textual Analysis of XPN's AtoZ Playlist

Textual Analysis of XPN's AtoZ Playlist

At present I must point out that this is all very preliminary

Machine Learning

Machine Learning

The text is released under the CC-BY-NC-ND license , and code is released under the MIT license . If you find this content useful, please consider supporting the work by buying the book !

High-Performance Pandas: eval() and query()

High-Performance Pandas: eval() and query()

The text is released under the CC-BY-NC-ND license , and code is released under the MIT license . If you find this content useful, please consider supporting the work by buying the book !

This website does not host notebooks, it only renders notebooks available on other websites.

This website does not host notebooks, it only renders notebooks available on other websites.

Delivered by Fastly , Rendered by Rackspace

Hierarchical Partial Pooling

Hierarchical Partial Pooling

So, suppose a player came to bat only 4 times, and never hit the ball. Are they a bad player?

Reinforcement Learning

Reinforcement Learning

The basic structure of a reinforcement learning problem is:

Survival Analysis using Python

Survival Analysis using Python

Tutorial provided for class FP MD 6107 - Survival Analysis

Setup

Setup

This website does not host notebooks, it only renders notebooks available on other websites.

Recipes for processing Twitter data with jq

Recipes for processing Twitter data with jq

We will continue to add additional recipes to this notebook. If you have any suggestions, please contact us .

Congressional Elections, Logistic Regression, and Feature Selection

Congressional Elections, Logistic Regression, and Feature Selection

For comparison's sake, I'll begin by specifying a logistic model with features that I pick without any empirical evidence to back up my decision.

7章 線形モデル上のバンディット問題のテスト

7章 線形モデル上のバンディット問題のテスト

「バンディット問題の理論とアルゴリズム」[1] の7章のアルゴリズムを実装して動かしてみる.

Bayesian Linear Regression

Bayesian Linear Regression

Lowercase unweighted $x$ means scalar, lowercase bold $\mathbf{x}$ is a vector, and uppercase bold $\mathbf{X}$ is a matrix.

Is it Real? Or is it Random?

Is it Real? Or is it Random?

There is a legend that Professor Burton G. Malkiel, author of A Random Walk Down Wall Street , constructed a price chart by flipping a coin and presented it to a world-renowned chartist to analyze. The chartist studied the movements ...

第3章 一般化線型モデル(GLM) ~ポアソン回帰~

第3章 一般化線型モデル(GLM) ~ポアソン回帰~

ポアソン回帰 (Poisson regression)$\cdots$個体ごとに異なる説明変数(個体の属性)によって平均種子数が変化する. $\rightarrow$第2章ではどの個体の種子数$y_i$も平均$\lambda$のポアソン分布にしたがうと仮定

This website does not host notebooks, it only renders notebooks available on other websites.

This website does not host notebooks, it only renders notebooks available on other websites.

Delivered by Fastly , Rendered by Rackspace

Use OSMnx to plot street network over place shape

Use OSMnx to plot street network over place shape

Notice this municipal boundary is an administrative boundary, not a physical boundary, so it represents jurisdictional bounds, not individiual physical features like islands.

Statistical Inference for Everyone: Technical Supplement

Statistical Inference for Everyone: Technical Supplement

The purpose of this supplement is to provide a place where the comparison between the orthodox, frequentist , statistical approach and the current, probability theory as logic , approach is made explicit. It is my contention that all of the ...

Kernel matching pursuit (KMP)

Kernel matching pursuit (KMP)

This website does not host notebooks, it only renders notebooks available on other websites.

Classification

Classification

It looks at accuracy, precision, recall, F1, F1 Weighted, and the Matthews Correlation Coefficient (MCC).

Sk15

Sk15

Delivered by Fastly , Rendered by Rackspace

Introducción a la teoría de probabilidad con Python

Introducción a la teoría de probabilidad con Python

"En el fondo, la teoría de probabilidades es sólo sentido común expresado con números"

P3: OpenStreetMap Data Case Study. Dubai and Abu-Dhabi.

P3: OpenStreetMap Data Case Study. Dubai and Abu-Dhabi.

https://www.datacamp.com/community/tutorials/r-data-import-tutorial#gs.jUE2UHw

Notes

Notes

The red bars and line are are a binned histogram and kernel density estimation of a normal distribution with mean of 5,386 (the actual number of nuts) and standard deviation of 5386/2 (a guesstimation!)

A Deep Dive into Geospatial Analysis

A Deep Dive into Geospatial Analysis

In this tutorial we will take a deep dive into geospatial analysis in Python, using tools like geopandas , shapely , and pysal to analyze a dataset, provided by Kaggle (and originally from Inside AirBnB ), of sample AirBnB locations ...

Visualization with Matplotlib

Visualization with Matplotlib

The text is released under the CC-BY-NC-ND license , and code is released under the MIT license . If you find this content useful, please support the work by buying the book !

総数 = 1940002

総数 = 1940002

This website does not host notebooks, it only renders notebooks available on other websites.

Copyright

Copyright

This website does not host notebooks, it only renders notebooks available on other websites.

Power Pointに関するノート

Power Pointに関するノート

Delivered by Fastly , Rendered by Rackspace