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bayesianprobabilitiesworkshop

A collection of questions and solutions to problems presented at Rasmus Bååth's Bayesian probabilities workshop.

black-swan

KDD CUP 2017

bpl

Bayesian Program Learning model for one-shot learning

cayley

An open-source graph database

ccfd-api-java

minFraud Java API

data-science-blogs

A curated list of data science blogs

dirichlet-process

Introduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)

dolls

ecml-pkdd-15-taxi-trip-time-prediction-ii

Kaggle competition - Predict the total travel time of taxi trips based on their initial partial trajectories

egads

Extendible Generic Anomaly Detection System

elki

ELKI Data Mining Toolkit

gantt-chart

Gantt chart library using D3.js.

guava

Google Core Libraries for Java

jsat

Java Statistical Analysis Tool, a Java library for Machine Learning

juliataxi

This is a project of travel time prediction for taxis.

kaggle-taxi-travel-time-prediction

My solution using a specially designed Scalable Random Forest Model

kdd-2017

2017年KDD-CUP的比赛项目

kdd-2017-travel-time-prediction

KDD 2017 Travel Time Prediction, final rank 13 / 3574.

kdd-cup-2017

KDD CUP 2017 Highway Tollgates Traffic Flow Prediction(Traffic Volume Prediction)

kdd-cup-2018

Code for KDD cup 2017

kdd2017_benson

KDD Cup 2017

kdd_cup2017

kdd_cup_2017

kdd-cup scripts

kdd_cup_2017_volume_prediction

The KDD cup 2017 for travel time and volume prediction for highway tollgates, and this part contain all source codes for volume prediction.

mlalgorithms

Minimal and clean examples of machine learning algorithms

msc-thesis

Scripts for MSc thesis research on taxi travel time prediction

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pwum

Python web usage mining library

scikit-learn

scikit-learn: machine learning in Python

scipy2014_tutorial

Tutorial: Bayesian Statistical Analysis in Python