Discover heavyai/mapd-ml-workshop Open Source project

Python client for OmniSci GPU-accelerated SQL engine and analytics platform

398

pymapd

A JavaScript library for connecting to a OmniSci GPU database and running queries.

111

heavyai-connector

Play with and instantly visualize hundreds of millions of realtime tweets, from the global level all the way down to your neighborhood.

heavyai-tweetmap-2

JavaScript library for exploring large multivariate datasets in the browser.

heavyai-crossfilter

MapD3 charts library optimized for fast interactivity

mapd3

Tools for massively parallel and multi-variate data exploration

metis

HeavyAI integrations for JupyterLab

jupyterlab-heavyai

A Vega transform for HeavyDB

vega-transform-heavydb

rbc

Remote Backend Compiler

Real-time vehicle telematics analytics demo using OmniSci

F1-demo

mapd-draw

2d shape drawing and interaction library using an HTML canvas 2d rendering context. Basis for lasso tool in MapD Immerse.

Python Data Science package for HeavyDB.

heavyai

Extract, PreProcess, and Analyze big data on GPUs

mapd-ml-demo

Julia client for OmniSci GPU-accelerated SQL engine and analytics platform

heavyai.jl

Julia

omni-component

A component system for organizing Omniverse UI code inspired by React

lidar-visualization

Example datasets and dashboards known to work well in OmniSci

community_datasets

Shell

ROmniSci

R client for OmniSci GPU-accelerated relational database and visualization platform

C++

log-scraper

Tool to extract data from the logs of OmniSciDB

Rust

omnisci-vega-mapboxgl-demo-philly-parking

Custom OmniSci app using Vega and MapboxGLJS

A JDBC driver for connecting to an HeavyAI GPU database and running queries.

omnisci-ui

OmniSci UI components

SCSS

heavyai-jdbc

Java

pydatanyc2018

Source materials from Randy Zwitch 'End to End Data Science Without Leaving the GPU' talk at PyData NYC 2018

example of using vega spec for mapd backend rendering with mapboxgl.js

mapd-vega-mapboxgl-demo

Internal prototypes. Use at your own risk!

mapd-prototypes

examples of using pymapd get information and put it into omnisci

pymapd-examples

ibis-heavyai

ibis backend for HeavyDB

OmniSci Driver for SQLAlchemy

sqlalchemy-heavyai

community-geo-demos

Code for EARL 2018 Boston demonstration by Randy Zwitch

EARL2018

HTML

google-analytics

Exploring Google Analytics Data with MapD

bitcoin-project

Frontend boilerplate for new projects / demos

mapd-frontend-boilerplate

TypeScript

heavyai-olio.py

A medley of python functions to use with HeavyDB

Rust client for OmniSci https://github.com/omnisci/omniscidb https://www.omnisci.com/

heavyai-rs

Rust

mapd-vega-openlayers

Mapd vega layer and openlayers library integration

Installation scripts for MapD on Microsoft Azure

mapd_on_azure

Shell

mapd-vega-openlayers-react

Mapd vega layer and openlayers mapping library integration with react/redux

Demo / Investigation of using the Semiotic charting library with MapD

mapd-semiotic

Demo files for AICamp tutorial on GOAI/GPU DataFrame

AICamp_demo_201807

OmniSci Data Library Transfer - Automated import and export of sets of OmniSci dashboards, tables, and views

odlt

Example Python notebooks for use with the HEAVY.AI analytics platform

heavyai-notebooks

Materials for the MapD OpenVisConf 2018 Workshop

openvisconf-workshop-2018

A Python and Kafka dataflow for the General Bikeshare Feed Specification (GBFS)

gbfs_kafka

vegaChart

This is a basic example of using the MapD charting libraries

Charting-Sample

Sample code used for explaining Pymapd API usage.

conda-recipes

Shell

pymapd-workshop

Examples and exercise for OmniSci Converge Workshop 1

omnisci-converge19-workshop1

Short snippets of python testing various geo-enrichment examples and timing the results

geobenchmarks

Tools for ETL, Visualization and Analysis of Spire Global GRIB2 Weather Data in OmniSci

spire_global

odscwebinar

Code and Slides for 'End to End GPU Analytics' webinar for ODSC

timeseries

All scripts and code related to our covid19 work

covid19

MapD Vega Rendering Extension for Qlik

jenkins-test

mapd-qlik-extension

demos of geospatial functionality created by and for the MapD community

community-demos-geo

Docs + examples of how to communicate with Immerse via the external API.

embedded-immerse-tutorial

Stand along example chart integrated with mapd database

mapd-sunburst-chart