TransmogrifAI
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TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning
**Problem** Outdated code examples or even mistakes in syntax in documentation can cause confusion when users do not get the same results when trying to run the code shown. **Solution**...
**Describe the bug** None of the implementations of `OpValidator.createTrainValidationSplits` does not check that: 1. number of label classes is at least 2 2. splits are not empty **To Reproduce** Run...
**Problem** We might have some unregistered classes with Kryo that compromise performance. **Solution** Investigate which classes require registration with Kryo by set `spark.kryo.registrationRequired=true` in [TestSparkContext](https://github.com/salesforce/TransmogrifAI/blob/master/utils/src/main/scala/com/salesforce/op/test/TestSparkContext.scala#L56). Then go over failing tests...
**Problem** This is more a question, and a feature request if the answer to the question is `no`. **Is it possible to do [multi-label][2] classification with TransmogrifAI?** **Solution** I should...
**Describe the bug** We have developed a tool named `AutoCache` to detect cache miss bugs in spark applications automatically. During evaluation, we found two cache miss bugs in `TransmogrifAI`, could...
Bumps org.apache.avro:avro from 1.8.2 to 1.11.3. [](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores) Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a...
Bumps [org.apache.tika:tika-core](https://github.com/apache/tika) from 1.22 to 1.28.3. Changelog Sourced from org.apache.tika:tika-core's changelog. Release 1.28.3 - 5/23/2022 General dependency upgrades (TIKA-3770). Release 1.28.2 - 4/26/2022 General dependency upgrades (TIKA-3688). Upgrade to PDFBox...
``` $ curl -v https://docs.transmogrif.ai/ * Host docs.transmogrif.ai:443 was resolved. * IPv6: (none) * IPv4: 72.52.178.23 * Trying 72.52.178.23:443... * connect to 72.52.178.23 port 443 from 192.168.42.3 port 56286 failed:...