Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "microsoft" keyword

accessibility-toolbar 1.0.35
An Accessibility Toolbar for Jupyter Notebooks
24 versions - Latest release: over 4 years ago - 1 dependent repositories - 91 downloads last month - 6 stars on GitHub - 1 maintainer
adaptivecard 0.3.0
Microsoft Adaptive Cards
18 versions - Latest release: 10 days ago - 186 downloads last month - 1 maintainer
adloginvalidation 0.2
2 versions - Latest release: over 5 years ago - 20 downloads last month - 1 maintainer
aiopslibscancer 1.1.2
ChakraCore is an open source Javascript engine with a C API.
11 versions - Latest release: over 3 years ago - 44 downloads last month - 9,037 stars on GitHub - 1 maintainer
airsimneurips 1.2.0
Python package for Game of Drones - A NeurIPS 2019 Competition, built on Microsoft AirSim - an op...
22 versions - Latest release: over 4 years ago - 1 dependent repositories - 231 downloads last month - 338 stars on GitHub - 2 maintainers
amaretto 0.0.2.11
Azure management tools by the1bit.
4 versions - Latest release: about 6 years ago - 1 dependent repositories - 30 downloads last month - 0 stars on GitHub - 1 maintainer
atkspy 0.5.1
A python package that supports SOAP interface to communicate with the Microsoft ATKS
6 versions - Latest release: about 6 years ago - 1 dependent repositories - 25 downloads last month - 27 stars on GitHub - 1 maintainer
authentication-factory 0.0.2
Implementation for Microsoft Oauth2 authentication
2 versions - Latest release: 10 months ago - 188 downloads last month - 0 stars on GitHub - 1 maintainer
autobrewml 0.45
With AutoBrewML Framework the time it takes to get production-ready ML models with great ease and...
44 versions - Latest release: 10 months ago - 207 downloads last month - 24 stars on GitHub - 2 maintainers
autodocx 0.1.0
A tool for automating Microsoft Word Documents generation
1 version - Latest release: over 1 year ago - 23 downloads last month - 0 stars on GitHub - 1 maintainer
Top 5.4% on pypi.org
azdev 0.1.68
Microsoft Azure CLI Developer Tools
72 versions - Latest release: 2 days ago - 28 dependent repositories - 54.8 thousand downloads last month - 73 stars on GitHub - 2 maintainers
azure-databricks-sdk-python 0.0.2
A Python SDK for the Azure Databricks REST API 2.0.
4 versions - Latest release: over 3 years ago - 1 dependent repositories - 1.61 thousand downloads last month - 13 stars on GitHub - 1 maintainer
Top 1.5% on pypi.org
azure-devops 7.1.0b4
Python wrapper around the Azure DevOps 7.x APIs
25 versions - Latest release: 6 months ago - 20 dependent packages - 155 dependent repositories - 4.26 million downloads last month - 526 stars on GitHub - 5 maintainers
Top 1.8% on pypi.org
azure-iot-device 2.13.0
Microsoft Azure IoT Device Library
38 versions - Latest release: 3 months ago - 8 dependent packages - 182 dependent repositories - 208 thousand downloads last month - 415 stars on GitHub - 3 maintainers
Top 5.0% on pypi.org
azure-iothub-provisioningserviceclient 1.2.0
IoT Hub Provisioning Service Client Library
2 versions - Latest release: over 5 years ago - 2 dependent packages - 5 dependent repositories - 1.85 thousand downloads last month - 415 stars on GitHub - 3 maintainers
azurekit 0.0.1
Azurekit is a Python SDK for managing your Azure accounts and all deployed resources. This way yo...
1 version - Latest release: almost 6 years ago - 8 downloads last month - 1 maintainer
azureml-contrib-gbdt 1.29.0
azureml contrit gradient boosted decision tree
41 versions - Latest release: almost 3 years ago - 1 dependent repositories - 229 downloads last month - 16,067 stars on GitHub - 1 maintainer
Top 4.1% on pypi.org
azure-quantum 2.0.1
Python client for Azure Quantum
147 versions - Latest release: 16 days ago - 4 dependent packages - 7 dependent repositories - 176 thousand downloads last month - 111 stars on GitHub - 2 maintainers
bing-brush 0.1.2
One-line Image Generating Program Based on the Bing Image Createor (Powered by DALL·E 3)
3 versions - Latest release: 6 months ago - 49 downloads last month - 7 stars on GitHub - 1 maintainer
Top 5.6% on pypi.org
bingimagecreator 0.5.0
High quality image generation by Microsoft. Reverse engineered API.
27 versions - Latest release: 9 months ago - 1 dependent package - 4 dependent repositories - 6.41 thousand downloads last month - 294 stars on GitHub - 1 maintainer
bing-image-creator-api 0.6.0
High quality image generation by Microsoft. Reverse engineered API.
6 versions - Latest release: 6 months ago - 56 downloads last month - 294 stars on GitHub - 1 maintainer
bingimagecreator-plus 0.5.2
High quality image generation by Microsoft. Reverse engineered API.
2 versions - Latest release: about 2 months ago - 57 downloads last month - 294 stars on GitHub - 1 maintainer
bingsearchpy 0.7
bing search engine for python
7 versions - Latest release: about 3 years ago - 41 downloads last month - 1 stars on GitHub - 1 maintainer
bingtranslator 0.1
Micrososft Translator API V2 for Python
1 version - Latest release: over 9 years ago - 1 dependent repositories - 67 downloads last month - 17 stars on GitHub - 1 maintainer
Top 7.0% on pypi.org
botbuilder-adapters-slack 4.15.0
Microsoft Bot Framework Bot Builder
23 versions - Latest release: about 1 month ago - 21 dependent repositories - 1.16 thousand downloads last month - 658 stars on GitHub - 3 maintainers
Top 4.9% on pypi.org
botbuilder-ai 4.15.0
Microsoft Bot Framework Bot Builder
35 versions - Latest release: about 1 month ago - 103 dependent repositories - 2.74 thousand downloads last month - 659 stars on GitHub - 3 maintainers
Top 4.2% on pypi.org
botbuilder-applicationinsights 4.15.0
Microsoft Bot Framework Bot Builder
35 versions - Latest release: about 1 month ago - 1 dependent package - 72 dependent repositories - 957 downloads last month - 659 stars on GitHub - 3 maintainers
Top 3.1% on pypi.org
botbuilder-azure 4.15.0
Microsoft Bot Framework Bot Builder
35 versions - Latest release: about 1 month ago - 1 dependent package - 39 dependent repositories - 10.9 thousand downloads last month - 659 stars on GitHub - 3 maintainers
Top 2.3% on pypi.org
botbuilder-core 4.15.0
Microsoft Bot Framework Bot Builder
42 versions - Latest release: about 1 month ago - 13 dependent packages - 159 dependent repositories - 72 thousand downloads last month - 659 stars on GitHub - 3 maintainers
Top 3.3% on pypi.org
botbuilder-dialogs 4.15.0
Microsoft Bot Framework Bot Builder
35 versions - Latest release: about 1 month ago - 4 dependent packages - 108 dependent repositories - 6.72 thousand downloads last month - 659 stars on GitHub - 3 maintainers
Top 3.9% on pypi.org
botbuilder-integration-aiohttp 4.15.0
Microsoft Bot Framework Bot Builder
25 versions - Latest release: about 1 month ago - 3 dependent packages - 176 dependent repositories - 36.4 thousand downloads last month - 659 stars on GitHub - 3 maintainers
Top 5.9% on pypi.org
botbuilder-integration-applicationinsights-aiohttp 4.15.0
Microsoft Bot Framework Bot Builder
25 versions - Latest release: about 1 month ago - 50 dependent repositories - 649 downloads last month - 659 stars on GitHub - 3 maintainers
Top 2.3% on pypi.org
botbuilder-schema 4.15.0
BotBuilder Schema
41 versions - Latest release: about 1 month ago - 11 dependent packages - 133 dependent repositories - 79.7 thousand downloads last month - 659 stars on GitHub - 3 maintainers
Top 8.0% on pypi.org
botbuilder-testing 4.15.0
Microsoft Bot Framework Bot Builder
29 versions - Latest release: about 1 month ago - 4 dependent repositories - 256 downloads last month - 659 stars on GitHub - 3 maintainers
Top 2.3% on pypi.org
botframework-connector 4.15.0
Microsoft Bot Framework Bot Builder SDK for Python.
42 versions - Latest release: about 1 month ago - 11 dependent packages - 122 dependent repositories - 75 thousand downloads last month - 659 stars on GitHub - 4 maintainers
Top 3.3% on pypi.org
botframework-streaming 4.15.0
Microsoft Bot Framework Bot Builder
14 versions - Latest release: about 1 month ago - 1 dependent package - 16 dependent repositories - 67.6 thousand downloads last month - 659 stars on GitHub - 3 maintainers
Top 4.2% on pypi.org
captcha-connector 4.14.1.1 removed
Microsoft Bot Framework Bot Builder SDK for Python.
2 versions - Latest release: over 1 year ago - 550 stars on GitHub
Top 4.2% on pypi.org
captcha-schema 4.14.1.1 removed
BotBuilder Schema
2 versions - Latest release: over 1 year ago - 550 stars on GitHub
ca-pwt 0.1.0
CA-PowerToys is a set of tools to help you manage Conditional Access policies. It is a command li...
2 versions - Latest release: 4 months ago - 35 downloads last month - 1 maintainer
cloudsteak 0.0.0.10
CloudSteak - Cloud Tools by the1bit
5 versions - Latest release: over 5 years ago - 2 dependent repositories - 62 downloads last month - 0 stars on GitHub - 1 maintainer
cn-bing-translator 0.0.3
microsoft cn.bing translator
3 versions - Latest release: 10 months ago - 59 downloads last month - 9 stars on GitHub - 1 maintainer
Top 4.2% on pypi.org
cognitive-face 1.5.0
Python SDK for the Cognitive Face API
10 versions - Latest release: about 5 years ago - 52 dependent repositories - 4.54 thousand downloads last month - 239 stars on GitHub - 3 maintainers
Top 7.5% on pypi.org
commondatamodel-objectmodel 1.7.6
Common Data Model Object Model library for Python
29 versions - Latest release: 3 months ago - 1 dependent repositories - 13.3 thousand downloads last month - 1,635 stars on GitHub - 2 maintainers
Top 6.4% on pypi.org
commondatamodel-objectmodel-cdmstandards 2.8.0
The Common Data Model standard schema and entities
2 versions - Latest release: about 1 year ago - 1 dependent package - 1 dependent repositories - 9.82 thousand downloads last month - 1,635 stars on GitHub - 2 maintainers
Top 3.7% on pypi.org
compoundfiles 0.3
Library for parsing and reading OLE Compound Documents
3 versions - Latest release: over 9 years ago - 1 dependent package - 20 dependent repositories - 8.64 thousand downloads last month - 26 stars on GitHub - 2 maintainers
cvbinarycanceraiopslibs 0.0.3
ChakraCore is an open source Javascript engine with a C API.
2 versions - Latest release: over 3 years ago - 1 dependent repositories - 9 downloads last month - 9,014 stars on GitHub - 1 maintainer
d365 0.1.1
A python library to make Dynamics 365 integrations easier
3 versions - Latest release: almost 2 years ago - 25 downloads last month - 2 stars on GitHub - 1 maintainer
d365fw 0.8.2
Microsoft Dynamics 365 FrameWork.
3 versions - Latest release: about 2 years ago - 1 dependent repositories - 21 downloads last month - 1 maintainer
databricks-tooling 0.4
A library for databricks jobs api
4 versions - Latest release: almost 2 years ago - 16 downloads last month - 9,032 stars on GitHub - 1 maintainer
Top 3.5% on pypi.org
datatile 1.0.3
A library for managing, summarizing, and visualizing data.
20 versions - Latest release: almost 2 years ago - 1 dependent package - 14 dependent repositories - 111 thousand downloads last month - 490 stars on GitHub - 2 maintainers
dblue-stores 2.0.2
Dblue stores is an abstraction and a collection of clients to interact with storages.
3 versions - Latest release: about 4 years ago - 1 dependent repositories - 14 downloads last month - 1 stars on GitHub - 1 maintainer
Top 3.7% on pypi.org
dbt-sqlserver 1.7.4
A Microsoft SQL Server adapter plugin for dbt
51 versions - Latest release: 3 months ago - 4 dependent packages - 4 dependent repositories - 164 thousand downloads last month - 189 stars on GitHub - 3 maintainers
dcborow-mmlspark 0.14.dev1
Microsoft ML for Spark
1 version - Latest release: about 4 years ago - 1 dependent repositories - 58 downloads last month - 4,972 stars on GitHub - 1 maintainer
demoazure 0.1.6
ChakraCore is an open source Javascript engine with a C API.
6 versions - Latest release: 5 months ago - 43 downloads last month - 9,039 stars on GitHub - 1 maintainer
democrite 4.1.1
Library use to construct VGrain to democrite servers
2 versions - Latest release: 26 days ago - 15 downloads last month - 14 stars on GitHub - 1 maintainer
devopsdemo 0.1.0
ChakraCore is an open source Javascript engine with a C API.
1 version - Latest release: 5 months ago - 11 downloads last month - 9,039 stars on GitHub - 1 maintainer
django-azure-active-directory-signin 0.2.5 💰
Sign-in users to your Django Web app with Azure Active Directory.
16 versions - Latest release: 8 months ago - 1.42 thousand downloads last month - 11 stars on GitHub - 1 maintainer
django-azure-auth 1.3.0
A simple Django app for user authentication with Azure Active Directory/Entra ID.
12 versions - Latest release: 22 days ago - 2.45 thousand downloads last month - 11 stars on GitHub - 1 maintainer
Top 4.4% on pypi.org
django-distill 3.1.3 💰
Static site renderer and publisher for Django.
41 versions - Latest release: about 1 year ago - 2 dependent packages - 39 dependent repositories - 2.16 thousand downloads last month - 401 stars on GitHub - 1 maintainer
Top 8.8% on pypi.org
django-microsoft-authentication 0.1.6
Django based app for Microsoft authentication of users.
7 versions - Latest release: 12 months ago - 5 dependent repositories - 1.42 thousand downloads last month - 18 stars on GitHub - 1 maintainer
django-microsoft-auth-sync 0.1.8
Django based app for Microsoft authentication of users.
6 versions - Latest release: over 1 year ago - 9 downloads last month - 0 stars on GitHub - 1 maintainer
django-microsoft-sso 3.4.0 💰
Easily add Microsoft Authentication to your Django Projects
12 versions - Latest release: 26 days ago - 473 downloads last month - 4 stars on GitHub - 1 maintainer
django-multifactor-authentication 2.0.1
Flexible authentication for web, mobile, desktop and hybrid apps. It can be used for 1fa, 2fa and...
9 versions - Latest release: over 3 years ago - 1 dependent repositories - 164 downloads last month - 8 stars on GitHub - 1 maintainer
docxsphinx 1.0.0
Sphinx docx builder extension.
1 version - Latest release: over 3 years ago - 1 dependent repositories - 1.08 thousand downloads last month - 26 stars on GitHub - 1 maintainer
docx-text 0.1.2
A python module for converting docx files from SharePoint, One Drive to text
3 versions - Latest release: over 4 years ago - 1 dependent repositories - 110 downloads last month - 2 stars on GitHub - 1 maintainer
dwdocumentdb 1.0.0b2
Python library wrapper for pydocumentdb
1 version - Latest release: almost 8 years ago - 1 dependent repositories - 12 downloads last month - 0 stars on GitHub - 1 maintainer
edgeml 0.2.1
machine learning algorithms for edge devices developed at Microsoft Research India.
1 version - Latest release: almost 5 years ago - 1 dependent repositories - 38 downloads last month - 1,536 stars on GitHub - 2 maintainers
edgeml-pytorch 0.3.0
PyTorch code for ML algorithms for edge devices developed at Microsoft Research India.
1 version - Latest release: over 4 years ago - 1 dependent repositories - 20 downloads last month - 1,536 stars on GitHub - 1 maintainer
etherpump 0.0.20 💰
Pumping text from etherpads into publications
20 versions - Latest release: about 3 years ago - 1 dependent repositories - 22 downloads last month - 15,384 stars on GitHub - 2 maintainers
excel-anonymizer 1.1.8
Anonymizes an Excel file and synthesizes new data in its place
9 versions - Latest release: 3 months ago - 61 downloads last month - 46 stars on GitHub - 1 maintainer
exchange-interface 0.0.4
An interface to Microsoft Exchange Web Services (EWS). Allows the user to manipulate the outlook ...
5 versions - Latest release: about 3 years ago - 1 dependent repositories - 36 downloads last month - 1 stars on GitHub - 1 maintainer
Top 1.4% on pypi.org
exchangelib 5.4.0 💰
Client for Microsoft Exchange Web Services (EWS)
95 versions - Latest release: 5 days ago - 15 dependent packages - 212 dependent repositories - 1.25 million downloads last month - 1,139 stars on GitHub - 1 maintainer
exchangelibtmp 1.12.2 💰
Client for Microsoft Exchange Web Services (EWS)
1 version - Latest release: about 5 years ago - 1 dependent repositories - 17 downloads last month - 1,137 stars on GitHub - 1 maintainer
exeception-to-teams 0.0.3
Notification/Alert for django users
2 versions - Latest release: almost 2 years ago - 26 downloads last month - 0 stars on GitHub - 1 maintainer
flask-applicationinsights 0.2.6
Microsoft Azure Application Insights integration for Flask.
9 versions - Latest release: over 5 years ago - 1 dependent repositories - 118 downloads last month - 2 stars on GitHub - 1 maintainer
flask-exchange 0.0.2
Exchange support for Flask using ExchangeLib.
2 versions - Latest release: over 5 years ago - 1 dependent repositories - 90 downloads last month - 0 stars on GitHub - 1 maintainer
flask-ms-oauth2 1.0.0
Flask implementation for Microsoft Oauth2 authentication
1 version - Latest release: about 1 year ago - 39 downloads last month - 0 stars on GitHub - 1 maintainer
freegenius 0.2.22 💰
FreeGenius AI, an advanced AI assistant that can talk and take multi-step actions. Supports numer...
127 versions - Latest release: 1 day ago - 4.21 thousand downloads last month - 93 stars on GitHub - 1 maintainer
gestures 0.1.0
Microsoft Gestures SDK
1 version - Latest release: almost 7 years ago - 17 dependent repositories - 38 downloads last month - 103 stars on GitHub - 1 maintainer
godslayer 1.1.0
Provides generator to read Kami (god) CSV record as list of string.
4 versions - Latest release: almost 4 years ago - 2 dependent repositories - 63 downloads last month - 0 stars on GitHub - 1 maintainer
graml 0.0.1
AutoML Framework developed by Bizerba AI Team. Work in progress.
1 version - Latest release: over 2 years ago - 1 dependent repositories - 15 downloads last month - 9,015 stars on GitHub - 1 maintainer
graphish 2.0.0
A Python package to search & delete & move emails using Microsoft Graph API
8 versions - Latest release: over 2 years ago - 1 dependent repositories - 97 downloads last month - 25 stars on GitHub - 1 maintainer
graph-onedrive 0.4.0
Perform simple tasks on OneDrive through the Graph API.
15 versions - Latest release: about 2 years ago - 1 dependent repositories - 337 downloads last month - 22 stars on GitHub - 1 maintainer
Top 9.8% on pypi.org
haupt 2.1.8
Lineage metadata API, artifacts streams, sandbox, ML-API, and spaces for Polyaxon.
125 versions - Latest release: 29 days ago - 1 dependent package - 947 downloads last month - 452 stars on GitHub - 1 maintainer
Top 6.5% on pypi.org
hypertune 1.1.0
A library for performing hyperparameter optimization with Polyaxon.
74 versions - Latest release: 7 months ago - 2 dependent packages - 2 dependent repositories - 13.6 thousand downloads last month - 62 stars on GitHub - 2 maintainers
intellimouse-ctl 1.0.0 removed
A cross-platform command line tool and library for Microsofts IntelliMouse products.
1 version - Latest release: about 2 years ago - 1 dependent repositories - 16 downloads last month - 32 stars on GitHub - 1 maintainer
iothub-client 2.0.0
iothub-client is now azure-iot-device
1 version - Latest release: over 2 years ago - 1 dependent repositories - 656 downloads last month - 415 stars on GitHub - 1 maintainer
iothub-service-client 2.0.0
iothub-service-client is now azure-iot-hub
1 version - Latest release: over 2 years ago - 1 dependent repositories - 54 downloads last month - 415 stars on GitHub - 1 maintainer
label-maker-dask 0.1.2
Run label maker as a dask job
3 versions - Latest release: over 2 years ago - 1 dependent repositories - 39 downloads last month - 7 stars on GitHub - 1 maintainer
letmedoit 2.1.85 💰
LetMeDoIt AI, an advanced AI assistant, leveraging the capabilities of ChatGPT API, Gemini Pro an...
241 versions - Latest release: 22 days ago - 1 dependent package - 1.72 thousand downloads last month - 93 stars on GitHub - 1 maintainer
letmedoit-android 0.0.98 💰
LetMeDoIt AI, an advanced AI assistant, leveraging the capabilities of ChatGPT API, Gemini Pro an...
85 versions - Latest release: 3 months ago - 577 downloads last month - 93 stars on GitHub - 1 maintainer
Top 0.2% on pypi.org
lightgbm 4.3.0
LightGBM Python Package
34 versions - Latest release: 4 months ago - 413 dependent packages - 5,625 dependent repositories - 7.61 million downloads last month - 15,742 stars on GitHub - 3 maintainers
lightgbm-transform 3.3.1
LightGBM feature transformation binding python package
5 versions - Latest release: over 2 years ago - 1 dependent repositories - 46 downloads last month - 32 stars on GitHub - 1 maintainer
live_api 0.1.3
Microsoft Live API Client
4 versions - Latest release: over 6 years ago - 2 dependent repositories - 39 downloads last month - 1 maintainer
llm-api-open 2.4.7
Unofficial open APIs for popular LLMs with self-hosted redirect capability
9 versions - Latest release: 4 days ago - 532 downloads last month - 16 stars on GitHub - 1 maintainer
ltscaddstore 1.0.4
Add an app store for Windows LTSC
3 versions - Latest release: over 1 year ago - 21 downloads last month - 111 stars on GitHub - 1 maintainer
microsoftbotframework 0.3.3
A wrapper for the microsoft bot framework API
29 versions - Latest release: almost 6 years ago - 6 dependent repositories - 89 downloads last month - 69 stars on GitHub - 1 maintainer
microsoftdesigner 0.0.6
High quality image generation by Microsoft Designer. Reverse engineered API.
6 versions - Latest release: 4 months ago - 31 downloads last month - 7 stars on GitHub - 1 maintainer
microsofteastereggs 0.9.1
Tools for extracting assets from easter eggs in Microsoft projects
2 versions - Latest release: 10 months ago - 19 downloads last month - 1 stars on GitHub - 1 maintainer
Top 3.0% on pypi.org
microsofttranslator 0.8
Microsoft Translator V2 - Python API
8 versions - Latest release: about 8 years ago - 1 dependent package - 131 dependent repositories - 5.51 thousand downloads last month - 8 stars on GitHub - 2 maintainers
Related Keywords
python 90 azure 45 ai 35 windows 31 hacktoberfest 31 machine-learning 28 data-science 22 cpp 21 api 21 deep-learning 20 cplusplus 20 linux 20 help-wanted 19 javascript 19 javascript-engine 19 js 19 jsrt 19 mit-license 19 osx 19 runtime 19 up-for-grabs 19 vm 19 cplusplus-11 19 chakracore 19 chakra 19 bot 18 kubernetes 18 artificial-intelligence 16 microsoft-cognitive-services 16 office 16 microsoft-bot-framework 15 aws 14 bots 14 botframework 14 bot-framework 14 botbuilder 13 s3 13 google cloud storage 13 gcs 12 sdk 11 reinforcement-learning 11 authentication 11 outlook 11 polyaxon 10 office365 10 email 9 tensorflow 9 pytorch 9 tensorFlow 9 neural-networks 9 django 8 bing 8 pandas 8 spark 8 google cloud 7 conversion 7 google 7 mlops 7 import 7 plone 7 presidio 7 lightgbm 7 privacy 7 sharepoint 7 anonymization 6 transmogrifier 6 excel 6 data-loss-prevention 6 reverse-engineering 6 transformers 6 text-anonymization 6 data-masking 6 privacy-protection 6 data-protection 6 de-identification 6 pii-anonymization-service 6 dlp 6 python3 6 pii 6 exchange 6 pii-anonymization 6 analytics 6 jupyter-notebook 6 anonymization-service 6 ml 6 cloud 6 docx 6 word 6 workflow 6 onedrive 6 source 6 flask 6 blueprint 6 data-anonymization 6 funnelweb 6 learning 5 rest 5 visualization 5 plotly 5 ranking 5