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bike-weather

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by share on Apr 12, 2018

Introduction to Linear Regression - Predicting Bike Usage in Madrid

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start-to-finish-ds

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by share on Mar 19, 2018

Start to Finish Data Science with Anaconda Anaconda 4.3, early 2017

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umap-usage-and-parameters

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by share on Mar 7, 2018

Basic UMAP Usage and Parameters UMAP is a fairly flexible non-linear dimension reduction algorithm. ...

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sympy_tutorial

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by share on Mar 7, 2018

Tutorial based on the No bullshit guide series of textbooks by Ivan Savov

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data-science-related-github-repos

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by share on Mar 6, 2018

Number of data-science related repos on Github by year Search API docs

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holoviews-screwball-3

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by share on Mar 6, 2018

We'll cut down in the size of the DataFrame we're working with by throwing out weapon data for weapo...

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geiger-measurements

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by share on Mar 6, 2018

Results from arduino radiation-board Revived a forgotten Libelium/Cooking-hacks radiation arduino s...

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matplotlib

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by share on Mar 6, 2018

Histograms

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functional-preference-profiles-fpcn_fractionation

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by share on Mar 6, 2018

Functional preference profiles Note: This analysis is almost identical to this one: https://github.c...

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protein-mutation-amber-tools

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by share on Mar 6, 2018

Require AmberTools conda install ambertools=17 -c http://ambermd.org/downloads/ambertools/conda/

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burgers-equation

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by share on Mar 6, 2018

Evaluating Burgers Equation with different CFD Schemes We've already examined Burgers equation in bo...

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animation-example

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by share on Mar 6, 2018

Author: Jake Vanderplas: http://jakevdp.github.io This is an example of embedding an animation via j...

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probabilistic-algorithms

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by share on Mar 6, 2018

Probabilistic Algorithms: Approximate Counting, *LogLog and Bloom Filters

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segment-gps-analysis

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by share on Mar 5, 2018

SEGMENT GPS Analysis Notes UTM 36North EPSG:32636

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autonomous-driving-training-model

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by share on Mar 5, 2018

Step 1 - Model Training Now that we have a feel for the data we are dealing with, we can start desig...

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bokeh-cor-plot

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by share on Mar 5, 2018

To run all cells: Cell -> Run All To run a selected cell: First click on it, then ...

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groundwater-modelling-hydrologic-model

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by share on Mar 5, 2018

Table of Contents 1  ——WESTERN TRADE COAST HYDROLOGIC MODEL ——2  IMPORT DEPENDENCIES3  THE STUDY AR...

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aml-13-resampling-imbalanced-data

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by share on Mar 5, 2018

Quick PCA visualization (not used later)

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datapackage-representation

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by share on Mar 2, 2018

A Jupyter notebook to read tracking files and (ultimately) create a data package representation of t...

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worldcloud

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by share on Mar 2, 2018

WordCloud of tweets hashtags on blockchain topic

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sentiments-analysis

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by share on Mar 1, 2018

Imports

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cubed-sphere

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by share on Mar 1, 2018

CubedSphere Basic design: data structure and functionalities

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zika-analysis

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by share on Mar 1, 2018

Zika and Microcephaly in Brazil - How weather, population growth, and sanitation have impacted the ...

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geotopics-visualiise

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by share on Mar 1, 2018

Visualizing Geotopics Results In this notebook, we provide scripts to visualize the results obtained...

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price-to-trailing-12-month-cashflows

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by share on Mar 1, 2018

Price to Trailing 12-Month Cashflows Reference This is calculated as a simple ratio between price pe...

31.
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worldcloud-twitter

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by share on Mar 1, 2018

WordCloud of tweets hashtags on blockchain topic

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merf-real-world-examples

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by share on Mar 1, 2018

Sleep Study We evaluate the performance of MERF on a famous sleep study dataset with 180 samples and...

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seq-to-seq-signal-prediction

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by share on Mar 1, 2018

Sequence to Sequence (seq2seq) Recurrent Neural Network (RNN) for Time Series Prediction The goal of...

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pca-pipeline

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by share on Mar 1, 2018

Our Data is Voting Data

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autoencoder

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by share on Mar 1, 2018
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fully-connected-neural-networks

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by share on Mar 1, 2018

Fully-Connected Neural Nets In the previous homework you implemented a fully-connected two-layer neu...

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animation-matplotlib-experiment

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by share on Mar 1, 2018

Animation based on: http://matplotlib.org/users/whats_new.html#display-hook-for-animations-in-the-i...

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3-network-visualisation

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by share on Mar 1, 2018

Hoods centroids

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time-series-regression-air-passengers

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by share on Mar 1, 2018

Time Series Regression using Air Passengers Data

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titanic-survival-analysis

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by share on Mar 1, 2018

Things to do with training set Identify missing values related columns and further analyse. Check t...

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neutral-tumor-evolution

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by share on Feb 28, 2018

This notebook has all the code required to emulate the results from a simulation of tumour growth sh...

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confidence-intervals

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by share on Feb 27, 2018

Confidence Intervals We have developed a method for estimating a parameter by using random sampling ...

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db-calcs

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by share on Feb 27, 2018
54.
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tennis-analysis

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by share on Feb 27, 2018

this is a description

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optical-simulation-zernike

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by share on Feb 26, 2018

光学シュミレーション 波面シュミレーション このモジュールを使うと、光学シュミレーションができます。 すばらしい! 参考ページ:Opticspy

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bayesian-neural-network-pymc3

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by share on Feb 26, 2018

Variational Inference: Bayesian Neural Networks (c) 2016 by Thomas Wiecki Original blog post: http:/...

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bounding-boxes

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by share on Feb 26, 2018

Table of Contents 1  Load libraries2  Load previously trained model3  Generate predictions4  Find b...

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intro-to-julia

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by share on Feb 26, 2018

Introduction to ...

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model-data-services

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by share on Feb 26, 2018

Model Data Services (MDS) This notebook is an early demonstration showing some of the benefit from h...

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pomegranate-vs-hmmlearn

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by share on Feb 26, 2018

pomegranate / hmmlearn comparison hmmlearn is a Python module for hidden markov models with a scikit...

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climate-data-sea-ice-arctic

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by share on Feb 25, 2018

When will Arctic be ice free during summer? One can look at the sea ice extent (first part of this n...

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spacex-telemetry-scraper-extracting-digits

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by share on Feb 25, 2018

A bit of searching for all the digits...

65.
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data-exploration-gdp-life-expectancy

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by share on Feb 25, 2018

Data Carpentry Reproducible Research Workshop - Data Exploration

66.
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the-sound-of-hydrogen

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by share on Feb 24, 2018

The sound Of Hydrogen

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acute-assay

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by share on Feb 24, 2018
69.
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neural-nets

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by share on Feb 24, 2018

How to break a neural network

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pandas-seaborn-worldbank-data

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by share on Feb 24, 2018

Data Analysis and Visualization For today's workshop we will be using the pandas library, the matplo...

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altair-area-charts

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by share on Feb 24, 2018

Area Charts

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jupyter-octave-kernel

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by share on Feb 24, 2018

Jupyter Octave Kernel Interact with Octave in Notebook. All commands are interpreted by Octave. Sin...

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maximising-expected-winnings

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by share on Feb 24, 2018

How long a series to maximize expected winnings Riddler Classic 2017-07-14 https://fivethirtyeight.c...

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drive-pro-gps

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by share on Feb 24, 2018

Exploring DrivePro GPS format The Transcend DrivePro 220 exports its videos in Quicktime MOV format,...

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detectron

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by share on Feb 23, 2018

Caffe2 setup and loading of the model

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scaling-data-analysis-dask

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by share on Feb 23, 2018

Distributed DataFrames with Dask

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epilepsy-comorbidity-analysis

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by share on Feb 23, 2018

Epilepsy Comorbidity Analysis using SCAIView This notebook contains the Quantification of gene overl...

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simple-scatter-plots

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by share on Feb 23, 2018

*This notebook contains an excerpt from the [Python Data Science Handbook](http://shop.oreilly.com/p...

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bayesian-ml-dont-overfit

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by share on Feb 23, 2018

Implementation of Salisman's Don't Overfit submission

82.
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ipython-vega

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by share on Feb 23, 2018

Basic Vega-Lite Example

83.
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data-visualization1

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by share on Feb 22, 2018

I haven't posted much content over the past year as I've been quite preoccupied with other activitie...

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breast-cancer-project

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by share on Feb 22, 2018

General Assembly Breast Cancer Project By Brendan Bailey

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space-time-burgers-equation

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by share on Feb 22, 2018

Content under Creative Commons Attribution license CC-BY 4.0, code under MIT license (c)2014 L.A. Ba...

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ensembling-stacking

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by share on Feb 22, 2018

Self study from: https://www.kaggle.com/arthurtok/introduction-to-ensembling-stacking-in-python

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linear-classification-language-detection

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by share on Feb 22, 2018

Build a language detector model The goal of this exercise is to train a linear classifier on text fe...

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tak-exploration

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by share on Feb 22, 2018

Tak exploration We want to build an AI for Tak, a simple game that was inspired by the Kingkiller Ch...

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ion-trapping-mode-analysis

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by share on Feb 22, 2018

Generate initial state We use the code created by the ion trapping group to compute the equilibrium ...

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ion-trapping-mode analysis

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by share on Feb 22, 2018

Generate initial state We use the code created by the ion trapping group to compute the equilibrium ...

91.
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decision-trees

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by share on Feb 22, 2018

Decision tree (categorical) Let's try to construct a decision tree for the weather data. If we stick...

92.
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playing-with-data

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by share on Feb 22, 2018

New try

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graph-analysis

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by share on Feb 22, 2018

Hello Networkx and Planarity NetworkX Homepage Planarity's Github Page Pre-generated Graph DB - On G...

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face-generation

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by share on Feb 21, 2018

Face Generation In this project, you'll use generative adversarial networks to generate new images o...

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italian-economy

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by share on Feb 21, 2018

ISTRUZIONE E MERCATO DEL LAVORO Abbiamo preso in considerazione tre variabili: tasso occupazione 2...

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housing

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by share on Feb 21, 2018
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airbnb-vis

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by share on Feb 21, 2018
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images-as-data

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by share on Feb 21, 2018

In this lab we'll look at images as data. In particular, we'll show how to use standard Python libra...

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binder-compatible-plotting

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by share on Feb 21, 2018

Welcome to an example Binder

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