agconti/KaggleAux

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63
Rank 484,938 (Top 10 %)
Language
Python
License
Apache License 2.0
Created over 11 years ago
Updated almost 7 years ago

agconti/KaggleAux

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A collection of statistical tools to aid Data Science competitors in Kaggle Competitions.

cookiecutter-django-rest

Build best practiced apis fast with Python3

kaggle-titanic

A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.

Jupyter Notebook

socket.io.tests

A basic example of testing node apps that use socket.io using mocha and chai

piedpiper-web

A sample scaffolded project from https://github.com/agconti/cookiecutter-django-rest

trading

This repository contains real trading examples explained and modeled in IPython Notebooks to generate discussion, feasible trading examples, and potential profit for the common man.

cookiecutter-es6-boilerplate

A cookiecutter for bleeding edge front end projects.

django-unique-upload

A django utility that creates unique file names for uploaded files via uuids.

BlueBook

This IPython Notebook contains a quantitative pricing model created for Fast Iron in the Kaggle competition 'Blue Book for Bulldozers'. The model predicts the sale price of a particular piece of heavy equipment so that Fast Iron can create a 'Blue Book' to enable customers to valuate their heavy equipment fleet at auction. Here python is used as a medium to apply supervised and unsupervised machine learning techniques to explain 88.90% of the variance observed in the training set and score an RMSLE of 0.745 when predicting values on the test set. In this competition 590 data scientists created predictive models based on a 'training dataset', provided by Fast Iron, and then used those models to predict sale prices on a 'test set' to compete for a $10,000 dollar award for the team or individual with the most accurate model. The model and methods used for my entry, which scored in the upper 20%, is shown in BlueBook.ipynb.

US_Dollar_Vehicle_Currency

An economic analysis of US Dollar is NOT always the vehicle currency. The project will explore under what circumstances is another currency of denomination chosen? If not the US Dollar then what currency is being used?

lime

An API for extracting tick data for US equities for ad-hoc analysis in Python with Pandas.

express-jwt-token

A lean and configurable implementation of jwt auth for Express.js

intro-to-rxjs

A visual introduction in the basic concepts of Rx.js

shopping_cart

A django shopping cart app.

wait-for-postgres

Easily wait for postgres to be ready

scalable-twitter-search

An example architecture of how search at Twitter's scale.

file-upload

An example app demoing file uploads in node.js

downloadit

A simple utility for downloading files by url.

angular2-quickstart

Clone this repo to quickly setup an angular2 app

space-shooter

A simple top down, space themed, arcade style shooter in Unity

tv

less of a slide show, more like a tv.

gulp-clojure

A gulp plugin for compiling ClojureScript to JavaScript.

Django-IPython-Tutorial

An interactive tutorial that guides you through creating your first Django project. This notebook goes along with the offical guide from the Django project's website. This tutorial will take you through the process of creating a basic poll application.

angualr2-heroes

The hero editor tutorial

njode

An example app for running django and njode in harmony.

intro-webgl

A playground for webgl shaders.

gaze

A example of using the Cardboard sdk's gaze interaction.

scala-school

chat

basic socket.io example.

next-js-css-modules-unable-to-use--global-with-css-modules

how-docker-and-docker-compose-env-vars-work

agconti.com

middleman

angular-2-hello-world

Hello world with Angular 2

how-package-lock-works

As of npm v5.1.0, dependencies versions in package.json *override* the values specified in package-lock.json

next-js-unable-to-read-post-css-config

angular-2-gravatar-example

A remake of the classic gravatar profile picture example with ES6 and angular 2

clock

a minimalistic clock in d3.js

flight-delays

Real time flight delay's in the US via Rx.js

Shopify-Django

This repository contains Shopify's Django App example updated for Django 1.5. Currenly there are several pull requests over a year old to update the official Shopify Repo. Since they have not been fulfilled I updated the example myself.