ibm.md

IBM

IBM currently holds 1540 public repositories out of which 57 are related to data science and machine learning.

Last Updated On:09-07-20

Newly Added

Name	Description	Language	Stars	License
AutoMLPipeline.jl	A package that makes it trivial to create and evaluate machine learning pipeline architectures.	Julia	182	MIT License
federated-learning-lib	A library for federated learning (a distributed machine learning process) in an enterprise environment.	N/A	12	Other
license-plate-ocr	License Plate OCR	Python	7	Apache License 2.0
fast-fan-in	Golang fan-in pattern efficiently adaptable to any channel type without code generation	Go	6	Apache License 2.0
cmnnc	Computational Memory Neural Network Compiler	Python	5	BSD 3-Clause "New" or "Revised" License
watson-assistant-with-search-skill	Build a Node.js chatbot that uses Watson Assistant search skill to query an owner's manual	JavaScript	3	Apache License 2.0
platform-services-python-sdk	Python client library for IBM Cloud Platform Services	Python	2	Apache License 2.0
smlp	Scalable Machine Learning Pipeline	Python	2	Apache License 2.0
ai-minimization-toolkit	A toolkit for reducing the amount of personal data needed to perform predictions with a machine learning model	Python	1	Other
improve-discovery-results-using-api-based-relevancy-training	Improve Discovery results using programmatic (api) relevancy training	Python	1	Apache License 2.0
natural-language-understanding-code-pattern	Natural Language Understanding Code Pattern	JavaScript	1	N/A
batch-job-analytics	This repo contains code to analyze jobs on z/OS using SMF Type 30 records and Watson Machine Learning on z/OS	HTML	1	Apache License 2.0
vsrl-framework	The Verifiably Safe Reinforcement Learning Framework	Python	1	MIT License
ReturnPropensity	Use IBM Cloud Pak for Data and the Watson Machine Learning Add-On to build a machine learning model that predicts product order return propensity.	Jupyter Notebook	0	Apache License 2.0
watson-assistant-for-wechat	Helping developers building a chatbot for WeChat powered by Watson Assistant	JavaScript	0	MIT License
wmla-ibmcloud-terraform	This repo contains terraform scripts to deploy IBM Watson Machine Learning Community Edition (aka PowerAI) Docker containers to POWER Virtual Server Instances with NVIDIA GPUs in IBM Cloud	N/A	0	Apache License 2.0
PDDL-benchmark-ds-grammar	PDDL benchmark generated from Data Science grammar	N/A	0	Apache License 2.0
visual-recognition-code-pattern	Starter Kit for Watson Visual Recognition	JavaScript	0	N/A
data-analysis-using-python	notebooks related to Data analysis using Python	Jupyter Notebook	0	Apache License 2.0
audio_search_on_podcasts	Natural language query search in audio files and get back with the results with the proper time frame where it is being talked about.	JavaScript	0	Apache License 2.0
text-oriented-active-learning	open source active learning tool for text	Python	0	MIT License
iot-cloud-ai-tutorial	Integration of Internet of Things, Cloud Computing and Artificial Intelligence.	N/A	0	MIT License
geostats-gen-error	Generalization error of learning models under covariate shift and spatial correlation	Julia	0	MIT License
ibm-granger-gpts	causal inference for time series	Jupyter Notebook	0	Apache License 2.0
watson-machine-learning-samples	Watson Machine Learning sample models, notebooks and apps.	N/A	0	Apache License 2.0
fiben-benchmark	A Finance Dataset Benchmark for Natural Language Queries	N/A	0	Apache License 2.0
ibm-security-notebooks	Jupyter notebook collection for IBM Security	N/A	0	Apache License 2.0

Highly Rated

Name	Description	Language	Stars	License
css-gridish	Automatically build your grid design’s CSS Grid code, CSS Flexbox fallback code, Sketch artboards, and Chrome extension.	CSS	2212	Other
adversarial-robustness-toolbox	Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference	Python	1587	MIT License
kui	A hybrid command-line/UI development experience for cloud-native development	TypeScript	1349	Apache License 2.0
pytorch-seq2seq	An open source framework for seq2seq models in PyTorch.	Python	1237	Apache License 2.0
AIF360	A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.	Python	993	Apache License 2.0
elasticsearch-spark-recommender	Use Jupyter Notebooks to demonstrate how to build a Recommender with Apache Spark & Elasticsearch	Jupyter Notebook	624	Apache License 2.0
FfDL	Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes	Go	607	Apache License 2.0
AIX360	Interpretability and explainability of data and machine learning models	Python	583	Apache License 2.0
differential-privacy-library	Diffprivlib: The IBM Differential Privacy Library	Python	297	MIT License
powerai-counting-cars	Run a Jupyter Notebook to detect, track, and count cars in a video using PowerAI Vision and OpenCV	Jupyter Notebook	220	Apache License 2.0
watson-banking-chatbot	A chatbot for banking that uses the Watson Assistant, Discovery, Natural Language Understanding and Tone Analyzer services.	JavaScript	205	Apache License 2.0
clai	Command Line Artificial Intelligence or CLAI is an open-sourced project from IBM Research aimed to bring the power of AI to the command line interface.	Python	196	MIT License
tensorflow-hangul-recognition	Handwritten Korean Character Recognition with TensorFlow and Android	Python	184	Apache License 2.0
watson-online-store	Learn how to use Watson Assistant and Watson Discovery. This application demonstrates a simple abstraction of a chatbot interacting with a Cloudant NoSQL database, using a Slack UI.	Python	146	Apache License 2.0
MAX-Image-Resolution-Enhancer	Upscale an image by a factor of 4, while generating photo-realistic details.	Python	145	Apache License 2.0
watson-assistant-slots-intro	A Chatbot for ordering a pizza that demonstrates how using the IBM Watson Assistant Slots feature, one can fill out an order, form, or profile.	JavaScript	117	Apache License 2.0
spark-tpc-ds-performance-test	Use the TPC-DS benchmark to test Spark SQL performance	TSQL	109	Apache License 2.0
lale	Library for Semi-Automated Data Science	Python	108	Apache License 2.0
deep-learning-language-model	A Code Pattern focusing on how to train a machine learning language model while using Keras and Tensorflow	Jupyter Notebook	101	N/A
build-knowledge-base-with-domain-specific-documents	Create a knowledge base using domain specific documents and the mammoth python library	Jupyter Notebook	88	Apache License 2.0
starcraft2-replay-analysis	A jupyter notebook that provides analysis for StarCraft 2 replays	Jupyter Notebook	84	Apache License 2.0
drones-iot-visual-recognition	Save Lives with Drones / IoT / Visual Recognition - Call for Code Hands on Lab	N/A	79	Apache License 2.0
watson-voice-bot	Create a Watson Assistant chatbot that uses voice over a web browser.	JavaScript	75	Apache License 2.0
rl-testbed-for-energyplus	Reinforcement Learning Testbed for Power Consumption Optimization using EnergyPlus	Python	73	MIT License
powerai-vision-object-detection	Use deep learning to create a model and a REST endpoint to allow your app to detect, locate and count your product on store shelves	JavaScript	72	Apache License 2.0
audioset-classification	Train a Deep Learning model to classify audio embeddings on IBM's Deep Learning as a Service (DLaaS) platform - Watson Machine Learning	Python	72	N/A
cognitive-social-crm	An application that monitors a Twitter feed and determines customer sentiment using IBM Watson Assistant, Tone Analyzer, Natural Language Understanding, as well as CloudantDB	TypeScript	69	Apache License 2.0
ar-resume-with-visual-recognition	An augmented reality based résumé with Face recognition. The iOS app recognizes the face and presents you with the AR view that contains 3D mock face and details of your resume.	Swift	68	Apache License 2.0
taxinomitis	Source code for Machine Learning for Kids site	TypeScript	68	Apache License 2.0
sparksql-for-hbase	Learn how to use Spark SQL and HSpark connector package to create / query data tables that reside in HBase region servers	N/A	66	Apache License 2.0