Purpose : To identify what attributes contributed to the survivors.

Purpose : To identify what attributes contributed to the survivors.

Federal gun cases in Illinois Northern District

Federal gun cases in Illinois Northern District

Notes:

Generated by Cython 0.25.2

Generated by Cython 0.25.2

Yellow lines hint at Python interaction. Click on a line that starts with a " + " to see the C code that Cython generated for it.

TF-Slim Walkthrough

TF-Slim Walkthrough

Installation and setup Creating your first neural network with TF-Slim Reading Data with TF-Slim Training a convolutional neural network (CNN) Using pre-trained models

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

確率ロボティクス2017第5回

確率ロボティクス2017第5回

2017年10月18日@千葉工業大学

The decorators they won't tell you about

The decorators they won't tell you about

If you fit in the latter category, you'll almost necessarily have had spouted reassuringly at you: "Decorators are simple, they're just functions that take functions and return other functions!" You'll have seen a blog post that taught you how to ...

Numbers with uncertainties

Numbers with uncertainties

There is a Julia package for dealing with numbers with uncertainties: Measurements.jl . Thanks to Julia's features, DifferentialEquations.jl easily works together with Measurements.jl out-of-the-box.

DDQN (Double-Deep Q-Network)

DDQN (Double-Deep Q-Network)

To keep these chapters runnable by as many people as possible, on as many machines as possible, and with as few headaches as possible, we have so far avoided dependencies on external libraries (besides mxnet, numpy and matplotlib). However, in ...

The decorators they won't tell you about

The decorators they won't tell you about

If you fit in the latter category, you'll almost necessarily have had spouted reassuringly at you: "Decorators are simple, they're just functions that take functions and return other functions!" You'll have seen a blog post that taught you how to ...

Bulk service registration

Bulk service registration

First we need to grab the url to an existing service, point it to our gis variable, and store that as a feature layer collection in another variable. We can do that with the FeatureLayerCollection method:

Clustering

Clustering

Set the hyper-paramaters for clustering

Defence and goals

Defence and goals

Rather than just performing some sort of correlation test and draw conclusions from that I build a bunch of expected goal-models based on logistic regression using different sets of predictors or features.

Inputs

Inputs

We differentiate between permanent employees and temporary call center employees that have different efficiencies, measured in calls per hour, as well cost (per hour).

Mt Wilson Sunspot database 1917-1985

Mt Wilson Sunspot database 1917-1985

Sunspot umbral position and area information were digitized from the Mount Wilson daily white-light solar images some years ago (Howard, Gilman, and Gilman, 1984). These photographic images exist in a series that extends from 1917 through the present time. The ...

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

Frequencies of words in novels: a Data Science pipeline

Frequencies of words in novels: a Data Science pipeline

For example, what would the following word frequency distribution be from?

First-Class Functions

First-Class Functions

First-Class Function : A programming language is said to have First-class functions when functions in that language are treated like any other variable. For example, in such a language, a function can be passed as an argument to other functions, ...

Exercise 1: Bayesian A testing for Swedish Fish Incorporated (B comes later)

Exercise 1: Bayesian A testing for Swedish Fish Incorporated (B comes later)

A: Sending a mail with a colorful brochure that invites people to sign up for a one year salmon subscription.

サイコロをつくろう

サイコロをつくろう

次にDiceというサイコロ用クラスを定義します

examples from https://github.com/ReactiveX/IxJS

examples from https://github.com/ReactiveX/IxJS

We can mix the two approaches by adding the minimal chain operator which then allows us to create a more fluent style but yet keeping the surface area to a minimum.

確率ロボティクス2016第4回

確率ロボティクス2016第4回

2016年10月4日@千葉工業大学

------ USING Feedparser ------

------ USING Feedparser ------

!wget -O BBCTECH.xml http://feeds.bbci.co.uk/news/technology/rss.xml

Vanilla LSTM with CuPy

Vanilla LSTM with CuPy

This is inspired from Minimal character-level language model with a Vanilla Recurrent Neural Network , in Python/numpy by Andrej Karpathy .

The effects of adversarial training in text-to-speech synthesis

The effects of adversarial training in text-to-speech synthesis

Code: https://github.com/r9y9/gantts

Training (Adagrad)

Training (Adagrad)

\begin{align} \sigma(x) &= \frac{1}{1 + e^{-x}}\\ \frac{d\sigma(x)}{dx} &= \sigma(x) \cdot (1 - \sigma(x)) \end{align}

The decorators they won't tell you about

The decorators they won't tell you about

If you fit in the latter category, you'll almost necessarily have had spouted reassuringly at you: "Decorators are simple, they're just functions that take functions and return other functions!" You'll have seen a blog post that taught you how to ...

The decorators they won't tell you about

The decorators they won't tell you about

If you fit in the latter category, you'll almost necessarily have had spouted reassuringly at you: "Decorators are simple, they're just functions that take functions and return other functions!" You'll have seen a blog post that taught you how to ...

Solving a Crossword Puzzle the Hard Way

Solving a Crossword Puzzle the Hard Way

Run to build: jupyter nbconvert PyGothamTalk.ipynb --to slides --post serve