Алгоритмы поиска аномалий HBOS и ECOD

Специалистам по машинному обучению часто приходится заниматься поиском аномалий в данных, однако в русскоязычном интернете этой задаче посвящено очень мало материалов. В частности, нет хороших разборов различных алгоритмов поиска аномалий, где были бы описаны их плюсы и минусы. В этой статье частично исправим этот недочет и разберем алгоритмы HBOS и ECOD , а также обсудим особенности их реализации в популярной библиотеке PyOD.

https://habr.com/ru/companies/garda/articles/895148/

#данные #машинное_обучение #алгоритмы #ECOD #HBOS #PyOD #бинарная_классификация #синтетические_данные #информационная_безопасность

Deliberative networks and communities of practice are sprouting across Europe 🌱

The regionalization of these methods is not only a key component to widespread this practice, but a sign of the increasing momentum in this democratic transformation. We are delighted to organise our Autumn School as part of the Forum on Deliberation, Creativity, and Democracy taking place in Barcelona, the European Capital Of Democracy #ECoD, on October 14-18.

The forum will gather iberian and international experts across an entire week. Organised by deliberativa.org, Platoniq Foundation, Ampliando Democracia and Red Delib, it features training and open activities aiming to engage citizens, professionals and political actors interested in expanding our democracies.

🔗 Learn about the programme: https://openspaces.platoniq.net/conferences/FDCD?locale=en
📝 Register for the Autumn School: https://www.fide.eu/autumn-school-2024

#CitizensAssemblies
#DeliberativeDemocracy

In der #Leipzig​er Ratsversammlung wurde darüber abgestimmt, ob sich die Stadt als "European Capital of Democracy" (#ECoD) bewerben solle.

Welche zwei Fraktionen im Stadtrat haben wohl (fast) geschlossen gegen die Bewerbung gestimmt?

https://www.l-iz.de/politik/leipzig/2023/11/stadtrat-tagte-zwei-faktionen-leipzig-european-capital-of-democracy-562232

We are in Warsaw at the Innovation and Politics Awards organized by The Innovation in Politics Institute

This year's special focus is on technology and democracy

As members and winners of the European Capital Of Democracy #ECoD 23-24, we've shared thoughts on digital participation together with Carla Semedo (Cascais) and Arnaud Pinxteren (Ville de Bruxelles - Stad Brussel) and Arnau Monterde (Barcelona City Council and Decidim coordinator)

Are you the next EU Capital of Democracy? 📢The second call for city applications is open from February to June! 👉 Apply http://bit.ly/3knW9jG
RT @ECoD_network: Want YOUR city to become the next European Capital of Democracy?

If you know a Mayor, Councillor or responsible City Administration person, invite them to participate in the #ECoD Call 2024/25!

Find out more through the link in our bio 💫

🐦🔗: https://n.respublicae.eu/eumayors/status/1628412778439376897

RT @ECoD_network: The fate of #democracy is in your hands! Which city will YOU choose to become the first-ever #ECoD?

The deadline to make your selection is midnight on 15.01.23.

#european #capital #democracy #barcelona #spain #braga #portugal #brussels #belgium

🐦🔗: https://n.respublicae.eu/dubravkasuica/status/1612939807075848195

Barcelona among the 3 finalists to become European Capital of Democracy #ECoD due to:
✅ multifaceted democratic approach
✅ innovative civic society projects
✅ proven ability to collaborate & inspire action across borders

Join the citizen jury to vote for the winner
👉🏿https://capitalofdemocracy.eu/join-the-citizens-jury/

Jetzt ist DEINE Zeit, die #EUDemocracy zu stärken! 💪 Eine prima Initiative, die unsere Städte & Bürger miteinander verbindet. Werde Teil von 10.000 Changemakern aus ganz 🇪🇺. Werde Bürgerjuror & wähle die erste 🇪🇺 Hauptstadt der Demokratie.

👉http://kurzelinks.de/ze4z

#ECoD