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Name: HEAVY.AI

Type: Organization

Blog: https://www.heavy.ai/

heavyai

This package enables using common Python data science toolkits with HeavyDB. It brings data frame support on CPU and GPU as well as support for arrow. See the documentation for more.

Quick Install (CPU)

Packages are available on conda-forge and PyPI:

# using conda-forge
conda install -c conda-forge heavyai

# using pip
pip install heavyai

Quick Install (GPU)

We recommend creating a fresh conda 3.8 or 3.9 environment when installing heavyai with GPU capabilities.

To install heavyai for GPU Dataframe support (conda-only):

mamba create -n heavyai-gpu -c rapidsai -c nvidia -c conda-forge -c defaults \
    --no-channel-priority \
    cudf heavyai pyheavydb pytest shapely geopandas pyarrow=*=*cuda

Documentation

Further documentation for heavyai usage is available at: http://heavyai.readthedocs.io/

HEAVY.AI's Projects

aicamp_demo_201807

Demo files for AICamp tutorial on GOAI/GPU DataFrame

bitcoin-project

britecharts

Client-side reusable Charting Library based on D3.js v4 that allows easy and intuitive use of charts and components that can be composed together creating amazing visualizations.

census_undercount_example

Using OmniSci with MLFlow to develop and compare models of US Census Undercount

charting-sample

This is a basic example of using the MapD charting libraries

chromadb-pysqlite3

Fork of chromadb with support for pysqlite3

community-demos-geo

demos of geospatial functionality created by and for the MapD community

community-geo-demos

community_datasets

Example datasets and dashboards known to work well in OmniSci

conda-recipes

covid19

All scripts and code related to our covid19 work

earl2018

Code for EARL 2018 Boston demonstration by Randy Zwitch

f1-demo

Real-time vehicle telematics analytics demo using OmniSci

field-utils

A collection of utilities for field use

gbfs_kafka

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

geobenchmarks

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

golicense

Scan and analyze OSS dependencies and licenses from compiled Go binaries

google-analytics

Exploring Google Analytics Data with MapD

google-analytics-1

An easy-peasy method to import Google Analytics data into MapD and make it actionable.

gozer

Arcane tools to help you squash hard-to-find bugs

heavyai

Python Data Science package for HeavyDB.

heavyai-charting

Dimensional charting built to work natively with crossfilter rendered using d3.js

heavyai-connector

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

heavyai-crossfilter

JavaScript library for exploring large multivariate datasets in the browser.

heavyai-devstack

A simple development stack for HeavyAI using docker compose

heavyai-jdbc

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

heavyai-notebooks

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

heavyai-olio.py

A medley of python functions to use with HeavyDB

heavyai-rs

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

heavyai-tweetmap-2

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

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