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bike-weather

Introduction to Linear Regression - Predicting Bike Usage in Madrid

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on Apr 12, 2018
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start-to-finish-ds

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

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on Mar 19, 2018
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umap-usage-and-parameters

Basic UMAP Usage and Parameters UMAP is a fairly flexible non-linear dimension reduction algorithm. It seeks to learn th...

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on Mar 7, 2018
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sympy_tutorial

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

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on Mar 7, 2018
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data-science-related-github-repos

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

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on Mar 6, 2018
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holoviews-screwball-3

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

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on Mar 6, 2018
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geiger-measurements

Results from arduino radiation-board Revived a forgotten Libelium/Cooking-hacks radiation arduino shield. The same boar...

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on Mar 6, 2018
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matplotlib

Histograms

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on Mar 6, 2018
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functional-preference-profiles-fpcn_fractionation

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

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on Mar 6, 2018
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protein-mutation-amber-tools

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

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on Mar 6, 2018
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burgers-equation

Evaluating Burgers Equation with different CFD Schemes We've already examined Burgers equation in both 1D and 2D (Step 4...

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on Mar 6, 2018
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animation-example

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

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on Mar 6, 2018
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probabilistic-algorithms

Probabilistic Algorithms: Approximate Counting, *LogLog and Bloom Filters

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on Mar 6, 2018
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segment-gps-analysis

SEGMENT GPS Analysis Notes UTM 36North EPSG:32636

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on Mar 5, 2018
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autonomous-driving-training-model

Step 1 - Model Training Now that we have a feel for the data we are dealing with, we can start designing our model. In t...

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on Mar 5, 2018
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bokeh-cor-plot

To run all cells: Cell -> Run All To run a selected cell: First click on it, then hit Ctrl + Enter

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on Mar 5, 2018
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groundwater-modelling-hydrologic-model

Table of Contents 1  ——WESTERN TRADE COAST HYDROLOGIC MODEL ——2  IMPORT DEPENDENCIES3  THE STUDY AREA3.1  Leaflet slipp...

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on Mar 5, 2018
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aml-13-resampling-imbalanced-data

Quick PCA visualization (not used later)

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on Mar 5, 2018
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datapackage-representation

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

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on Mar 2, 2018
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worldcloud

WordCloud of tweets hashtags on blockchain topic

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on Mar 2, 2018
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on Mar 1, 2018
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cubed-sphere

CubedSphere Basic design: data structure and functionalities

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on Mar 1, 2018
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zika-analysis

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

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on Mar 1, 2018
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geotopics-visualiise

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

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on Mar 1, 2018
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price-to-trailing-12-month-cashflows

Price to Trailing 12-Month Cashflows Reference This is calculated as a simple ratio between price per share and TTM free...

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on Mar 1, 2018
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worldcloud-twitter

WordCloud of tweets hashtags on blockchain topic

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on Mar 1, 2018
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merf-real-world-examples

Sleep Study We evaluate the performance of MERF on a famous sleep study dataset with 180 samples and 18 clusters (with 1...

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on Mar 1, 2018
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seq-to-seq-signal-prediction

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

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on Mar 1, 2018
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pca-pipeline

Our Data is Voting Data

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

Fully-Connected Neural Nets In the previous homework you implemented a fully-connected two-layer neural network on CIFAR...

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on Mar 1, 2018
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animation-matplotlib-experiment

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

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on Mar 1, 2018
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on Mar 1, 2018
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time-series-regression-air-passengers

Time Series Regression using Air Passengers Data

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on Mar 1, 2018
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titanic-survival-analysis

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

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on Mar 1, 2018
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neutral-tumor-evolution

This notebook has all the code required to emulate the results from a simulation of tumour growth shown in - Williams, M...

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on Feb 28, 2018
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confidence-intervals

Confidence Intervals We have developed a method for estimating a parameter by using random sampling and the bootstrap. O...

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on Feb 27, 2018
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on Feb 27, 2018
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tennis-analysis

this is a description

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on Feb 27, 2018
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optical-simulation-zernike

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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on Feb 26, 2018
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bayesian-neural-network-pymc3

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

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on Feb 26, 2018
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bounding-boxes

Table of Contents 1  Load libraries2  Load previously trained model3  Generate predictions4  Find bounding boxes5  Cut ...

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on Feb 26, 2018
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intro-to-julia

Introduction to ...

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on Feb 26, 2018
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model-data-services

Model Data Services (MDS) This notebook is an early demonstration showing some of the benefit from having model data exp...

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on Feb 26, 2018
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pomegranate-vs-hmmlearn

pomegranate / hmmlearn comparison hmmlearn is a Python module for hidden markov models with a scikit-learn like API. It ...

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on Feb 26, 2018
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climate-data-sea-ice-arctic

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

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on Feb 25, 2018
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spacex-telemetry-scraper-extracting-digits

A bit of searching for all the digits...

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on Feb 25, 2018
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data-exploration-gdp-life-expectancy

Data Carpentry Reproducible Research Workshop - Data Exploration

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on Feb 25, 2018
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the-sound-of-hydrogen

The sound Of Hydrogen

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on Feb 24, 2018
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on Feb 24, 2018
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neural-nets

How to break a neural network

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on Feb 24, 2018
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pandas-seaborn-worldbank-data

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

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on Feb 24, 2018
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on Feb 24, 2018
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jupyter-octave-kernel

Jupyter Octave Kernel Interact with Octave in Notebook. All commands are interpreted by Octave. Since this is a MetaKer...

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on Feb 24, 2018
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maximising-expected-winnings

How long a series to maximize expected winnings Riddler Classic 2017-07-14 https://fivethirtyeight.com/features/can-you-...

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on Feb 24, 2018
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drive-pro-gps

Exploring DrivePro GPS format The Transcend DrivePro 220 exports its videos in Quicktime MOV format, in a way that also ...

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on Feb 24, 2018
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detectron

Caffe2 setup and loading of the model

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on Feb 23, 2018
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scaling-data-analysis-dask

Distributed DataFrames with Dask

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on Feb 23, 2018
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epilepsy-comorbidity-analysis

Epilepsy Comorbidity Analysis using SCAIView This notebook contains the Quantification of gene overlap comparing Epileps...

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on Feb 23, 2018
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simple-scatter-plots

*This notebook contains an excerpt from the [Python Data Science Handbook](http://shop.oreilly.com/product/0636920034919...

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on Feb 23, 2018
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bayesian-ml-dont-overfit

Implementation of Salisman's Don't Overfit submission

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on Feb 23, 2018
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ipython-vega

Basic Vega-Lite Example

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on Feb 23, 2018
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data-visualization1

I haven't posted much content over the past year as I've been quite preoccupied with other activities. It's time to chan...

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on Feb 22, 2018
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breast-cancer-project

General Assembly Breast Cancer Project By Brendan Bailey

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on Feb 22, 2018
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space-time-burgers-equation

Content under Creative Commons Attribution license CC-BY 4.0, code under MIT license (c)2014 L.A. Barba, G.F. Forsyth, C...

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on Feb 22, 2018
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ensembling-stacking

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

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on Feb 22, 2018
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linear-classification-language-detection

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

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on Feb 22, 2018
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tak-exploration

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

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on Feb 22, 2018
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ion-trapping-mode-analysis

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

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on Feb 22, 2018
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ion-trapping-mode analysis

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

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on Feb 22, 2018
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decision-trees

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

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on Feb 22, 2018
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on Feb 22, 2018
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graph-analysis

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

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on Feb 22, 2018
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face-generation

Face Generation In this project, you'll use generative adversarial networks to generate new images of faces. Get the Dat...

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on Feb 21, 2018
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italian-economy

ISTRUZIONE E MERCATO DEL LAVORO Abbiamo preso in considerazione tre variabili: tasso occupazione 20-64, il tasso dei l...

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

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

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on Feb 21, 2018
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binder-compatible-plotting

Welcome to an example Binder

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on Feb 21, 2018
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