deepdiscoveryai

Deep Discovery: Artificial intelligence for fighting global corruption.

"Three things cannot long stay hidden: the sun, the moon and the truth."
--Buddha

[Russell Jurney 🇺🇦 @rjurney]

Somebody help me out here, I can't decide what to be...

[deepdiscoveryai @deepdiscoveryai]

@marktenenholtz Global metrics for accuracy are best ignored completely in favor of slice based learning: does it perform well on the data that matters?

[Precursor Ventures @PrecursorVC]

📣Attn software engineers! @MarcoPoloApp, @deepdiscoveryai, @join_honeycomb and many more companies are hiring at https://t.co/zZ89DzVT3s! Check them out 👀

[Russell Jurney 🇺🇦 @rjurney]

Treasury sanctions crypto exchange Chatex over accusations of association with ransomware scams. KYC requirements for crypto service providers is INTENSE right now.

https://t.co/LrgcSMYxKZ

[Russell Jurney 🇺🇦 @rjurney]

Hey
@SnorkelAI
fans -
@deepdiscoveryai
is hiring a Weakly Supervised Learning Engineer to help us label data via weak and distant supervision, semi-supervised learning and to optimize experimental design via active learning.

You could be the world's 1st official WSL Engineer!

[Russell Jurney 🇺🇦 @rjurney]

Agile Data Scienc 2.0 has received a MASSIVE code update. The book now runs on Docker for PySpark, Mongo, Elasticsearch and Kafka. It is VERY easy to go through in the notebooks. The libraries are all updated to modern choices and versions. Enjoy!

https://t.co/AHu6CKfuuI

[deepdiscoveryai @deepdiscoveryai]

Hey @cstross ... I thought you should see this. How can we setup some kind of containment field? Your books are excellent historiography but have so little applied information.

[Marched from Omelas. @pixelpump]

Created only by entering the text "lovecraftian horror" into an AI and letting it render. Madness.
#ai #cthulhu

[deepdiscoveryai @deepdiscoveryai]

The Pandora Papers are almost 3TB and implicate 330 politicians in 90 countries.

https://t.co/h1fasK4xjp

[Russell Jurney 🇺🇦 @rjurney]

I wrote a GEXFWriter class to export graphs with attributes in Python to @Gephi that takes a pair of node/edge pyspark.sql.DataFrames or pandas.DataFrames and produces valid GEXF with attributes locally or on S3.

Not sure where to contribute this to FOSS?

[deepdiscoveryai @deepdiscoveryai]

Thought the panama papers were a big deal?

[Pierre Romera Zhang @pirhoo]

Dans 24h l'@ICIJorg vous révèle les #PandoraPapers :

* 150 médias internationaux
* 600 journalistes
* 11,9 millions de documents fuités

[deepdiscoveryai @deepdiscoveryai]

@dryifanhu your paper on the Yifan Hu graph layout isn't really searchable. I can't get anything to really parse it's encoding (Acrobat, Mendeley, Chrome) due to an encoding problem, so I can't search it. Do you have another copy other than the one at https://t.co/T4m0Zy5VcE?

[deepdiscoveryai @deepdiscoveryai]

This is how we think about the ethics of AI at Deep Discovery...

[Russell Jurney 🇺🇦 @rjurney]

There is great responsibility when automating manual tasks of import with machine learning that you hold yourself to the same burden of evidence that you would evaluating the manual process. Otherwise it isn’t the important task you have automated, but a new and ill defined one.

[Russell Jurney 🇺🇦 @rjurney]

Message passing in GraphFrames presents a Pregel like interface that is incredibly powerful for implementing graph algorithms. We use it for our risk scoring algorithms at @deepdiscoveryai :)

Like large scale distributed graph ML? We’re hiring!

https://t.co/pY28GUzyfG

[Russell Jurney 🇺🇦 @rjurney]

I need a parallel or distributed layout algorithm for subgraphs of our multi billion node business graph with millions of nodes and edges. Yes I need beautiful hairballs. OpenORD isn’t a parallel algorithm and is too slow on Gephi.

[deepdiscoveryai @deepdiscoveryai]

@capeandcode I haven't read "one hot encoding helps get better performance" in some time.

[Sebastian Raschka @rasbt]

After 14 years and 24 'minor' version increments, I am really excited for scikit-learn to go v1.0 🥳🎉

Release notes here: https://t.co/uAEE3ATlFL

[Russell Jurney 🇺🇦 @rjurney]

This is the financial crime AI labeling equivalent of a home run.

[deepdiscoveryai @deepdiscoveryai]

Check out our co-founder and CEO Jeffrey Stein as he talks about tracking down nuclear traffickers using data from the open web!

[deepdiscoveryai @deepdiscoveryai]

The @SF_Times has an interesting story by Deep Discovery advisor @kejriwal_mayank

https://t.co/KwtJs7e3vY