What libraries do you use for machine learning and data visualizing in scala?

1. Smile

   1 11 6,194 9.8 Java

   Statistical Machine Intelligence & Learning Engine

   

   I use smile https://github.com/haifengl/smile with ammonite and it feels pretty easy/good to work with. Of course for pure looking at data, and exploration, you're not going to beat python.

2. InfluxDB

   www.influxdata.com featured

   InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

   

3. Zeppelin

   2 11 6,497 8.6 Java

   Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.

   

   Another more widely used notebooks for scala and spark: https://zeppelin.apache.org/

4. java

   3 6 873 6.1 Java

   Java bindings for TensorFlow (by tensorflow)

   

   There are Java bindings for TensorFlow, but that's quite low level. I tried to see if I can get some Keras API for Scala, but I'm no expert and haven't had enough time to invest in this, so it's stuck in alpha. Maybe I develop it slow burning over the next year. A bit envious that Kotlin has a Keras-like library.

5. tensorflow-keras-scala

   4 1 1 0.0 Scala

   Scala-based Keras API for the Java bindings to TensorFlow. Mirror of https://codeberg.org/sciss/tensorflow-keras-scala

   

   There are Java bindings for TensorFlow, but that's quite low level. I tried to see if I can get some Keras API for Scala, but I'm no expert and haven't had enough time to invest in this, so it's stuck in alpha. Maybe I develop it slow burning over the next year. A bit envious that Kotlin has a Keras-like library.

6. kotlindl

   5 16 1,534 2.7 Kotlin

   High-level Deep Learning Framework written in Kotlin and inspired by Keras

   

   There are Java bindings for TensorFlow, but that's quite low level. I tried to see if I can get some Keras API for Scala, but I'm no expert and haven't had enough time to invest in this, so it's stuck in alpha. Maybe I develop it slow burning over the next year. A bit envious that Kotlin has a Keras-like library.

7. SaaSHub

   www.saashub.com featured

   SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

   

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