We published new wrappers for our website and product categorization platforms.
#Python #website categorization wrapper, with #classifier using IAB taxonomy: pypi.org/project/websit…
A new article on building #machinelearning classifier for websites: devpost.com/software/websi…
If anyone has idea on this problem we have with #wordpres and #classifications: wordpress.org/support/topic/…
much appreciated
And #nodejs package for website categorization: openbase.com/js/websitecate…
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More from @AlphaQuantumAI

Sep 1
We launched a new #python #wrapper for #website #classification of domains and URLs:
pypi.org/project/websit…
Added a new #nodejs module for #API which returns categorized domains in terms of 440 categories for general content and 1110+ categories for #ecommerce.
npmmirror.com/package/urldat…
npmtrends.com/urldatabase
Classification is based on #machinelearning model.
Read 6 tweets
May 10
New article on #websites #classification discussing possible #taxonomy that can be used (IAB, Google, Facebook, etc.) as well as #machinelearning models:
explainableaixai.github.io/websitesclassi…

list of useful resources: linktr.ee/airesearcher
a new telegram channel where will post about #explainableai (#XAI for short):
t.me/s/explainablea…
there are now many useful libraries available for doing #explainability of #AI models: SHAP, LIME, partial dependence plots PDP. And also the "classical" feature importance.
Our german blog on topic of website #categorizations: kategorisierungen.substack.com
Read 6 tweets
Apr 14
We added a couple of articles on #machinelearning.
Content based #recommender using #python:
alpha-quantum.com/blog/content-b…
Collaborative #filtering approach to #recommender based suggestions, again using #python and #matrixfactorization: alpha-quantum.com/blog/collabora…
a few useful links for website categorization: joy.link/websitecategor…
Read 6 tweets
Apr 5
it is trained on large data set of labelled categories from iab and google product taxonomy. it supports over 1000+ categories with high accuracy.
with integration of neural machine translation #NMT services, the website categorization can be done on websites in 100+ languages.
Read 6 tweets

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