Introduction to Linear Regression - Predicting Bike Usage in Madrid

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

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

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

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

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

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

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

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

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

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Probabilistic Algorithms: Approximate Counting, *LogLog and Bloom Filters

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SEGMENT GPS Analysis Notes UTM 36North EPSG:32636

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

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

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Quick PCA visualization (not used later)

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

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CubedSphere Basic design: data structure and functionalities

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

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

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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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WordCloud of tweets hashtags on blockchain topic

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

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

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

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Time Series Regression using Air Passengers Data

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

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

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

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

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

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

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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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A bit of searching for all the digits...

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Data Carpentry Reproducible Research Workshop - Data Exploration

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

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

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

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

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

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

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Implementation of Salisman's Don't Overfit submission

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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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General Assembly Breast Cancer Project By Brendan Bailey

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

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

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

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

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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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