IBM CODAIT - Center for Open-source Data & AI Technologies (@CODAIT)

Top repositories

1

spark-bench

Benchmark Suite for Apache Spark
Scala
238
star
2

text-extensions-for-pandas

Natural language processing support for Pandas dataframes.
Jupyter Notebook
217
star
3

deep-histopath

A deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge
Jupyter Notebook
203
star
4

stocator

Stocator is high performing connector to object storage for Apache Spark, achieving performance by leveraging object storage semantics.
Java
111
star
5

covid-notebooks

Jupyter notebooks that analyze COVID-19 time series data
Jupyter Notebook
104
star
6

max-central-repo

Central Repository of Model Asset Exchange project. This repository contains information about the available models, current project status, contribution guidelines and supporting assets.
78
star
7

aardpfark

A library for exporting Spark ML models and pipelines to PFA
Scala
54
star
8

presentations

Talks & Workshops by the CODAIT team
Jupyter Notebook
52
star
9

r4ml

Scalable R for Machine Learning
R
42
star
10

spark-ref-architecture

Reference Architectures for Apache Spark
Scala
38
star
11

graph_def_editor

GraphDef Editor: A port of the TensorFlow contrib.graph_editor package that operates over serialized graphs
Python
31
star
12

magicat

πŸ§™πŸ˜Ί magicat - Deep learning magic.. with the convenience of cat!
JavaScript
26
star
13

node-red-contrib-model-asset-exchange

Node-RED nodes for the Model Asset Exchange on IBM Developer
JavaScript
20
star
14

max-tfjs-models

Pre-trained TensorFlow.js models for the Model Asset Exchange
JavaScript
18
star
15

pardata

Python
17
star
16

nlp-editor

Visual Editor for Natural Language Processing pipelines
JavaScript
15
star
17

flight-delay-notebooks

Analyzing flight delay and weather data using Elyra, IBM Data Asset Exchange, Kubeflow Pipelines and KFServing
Jupyter Notebook
15
star
18

spark-db2

DB2/DashDB Connector for Apache Spark
Scala
14
star
19

redrock

RedRock - Mobile Application prototype using Apache Spark, Twitter and Elasticsearch
Scala
14
star
20

spark-netezza

Netezza Connector for Apache Spark
Scala
13
star
21

Identifying-Incorrect-Labels-In-CoNLL-2003

Research into identifying and correcting incorrect labels in the CoNLL-2003 corpus.
Jupyter Notebook
12
star
22

max-vis

Image annotation library and command-line utility for MAX image models
JavaScript
9
star
23

fae-tfjs

JavaScript
9
star
24

WELCOME-TO-CODAIT

Welcome to the Center for Open-Source Data & AI Technologies (CODAIT) organization on GitHub! Learn more about our projects ...
8
star
25

spark-tracing

A flexible instrumentation package for visualizing the internal operation of Apache Spark and related tools
Scala
8
star
26

redrock-v2

RedRock v2 Repository
Jupyter Notebook
8
star
27

max-node-red-docker-image

Demo Docker image for the Model Asset Exchange Node-RED module
Dockerfile
8
star
28

max-workshop-oscon-2019

7
star
29

notebook-exporter

One Click deployment of Notebooks - Bringing Notebooks to Production
Scala
6
star
30

redrock-ios

RedRock - Mobile Application prototype
JavaScript
4
star
31

max-base

This repo has been moved
Python
4
star
32

max-status

Current status of the Model Asset Exchange ecosystem
4
star
33

project-codenet-notebooks

Jupyter Notebook
3
star
34

MAX-Web-App-skeleton

A fully functioning skeleton for MAX model web apps
JavaScript
3
star
35

development-guidelines

Development Guidelines and related resources for IBM Spark Technology Center
3
star
36

codait.github.io

CODAIT Homepage
HTML
3
star
37

dax-schemata

Python
2
star
38

redrock-v2-ios

RedRock v2 iPad Application
JavaScript
2
star
39

max-pytorch-mnist

Jupyter Notebook
2
star
40

teach-nao-robot-a-new-skill

Teach your NAO robot a new skill using deep learning microservices
2
star
41

max-fashion-mnist-tutorial-app

Python
1
star
42

MAX-cloud-deployment-cheatsheets

Work in progress
1
star
43

ddc-data-and-ai-2021-automate-using-open-source

Jupyter Notebook
1
star
44

exchange-metadata-converter

Basic conversion utility for YAML-based metadata descriptors
Python
1
star
45

streaming-integration-sample

Scala
1
star
46

covid-trusted-ai-pipeline

Jupyter Notebook
1
star