BigDL alternatives and related packages

Based on the "Science and Data Analysis" category

• MLLib

  10.0 9.9 BigDL VS MLLib

  Machine Learning framework for Spark

• PredictionIO

  9.9 7.8 BigDL VS PredictionIO

  machine learning server for developers and data scientists. Built on Apache Spark, HBase and Spray

• Smile

  9.7 7.5 L2 BigDL VS Smile

  Statistical Machine Intelligence and Learning Engine. Smile is a fast and comprehensive machine learning system.

• Zeppelin

  9.7 9.0 L2 BigDL VS Zeppelin

  Scala and Spark Notebook (like IPython Notebook)

• Breeze

  9.5 5.7 BigDL VS Breeze

  Breeze is a numerical processing library for Scala.

• Spark Notebook

  9.4 5.0 L1 BigDL VS Spark Notebook

  Scalable and stable Scala and Spark focused notebook bridging the gap between JVM and Data Scientists (incl. extendable, typesafe and reactive charts).

• Algebird

  9.2 4.2 BigDL VS Algebird

  Abstract Algebra for Scala.

• Spire

  8.9 7.4 BigDL VS Spire

  Powerful new number types and numeric abstractions for Scala.

• Figaro

  7.8 0.3 BigDL VS Figaro

  Figaro is a probabilistic programming language that supports development of very rich probabilistic models.

• FACTORIE

  7.5 0.0 BigDL VS FACTORIE

  A toolkit for deployable probabilistic modeling, implemented as a software library in Scala.

• Squants

  6.9 6.3 BigDL VS Squants

  The Scala API for Quantities, Units of Measure and Dimensional Analysis.

• Saddle

  6.8 0.0 BigDL VS Saddle

  A minimalist port of Pandas to Scala

• ND4S

  6.0 0.7 BigDL VS ND4S

  N-Dimensional arrays and linear algebra for Scala with an API similar to Numpy. ND4S is a scala wrapper around ND4J.

• Chalk

  5.6 0.0 BigDL VS Chalk

  Chalk is a natural language processing library.

• Compute.scala

  4.4 6.4 BigDL VS Compute.scala

  Scientific computing with N-dimensional arrays

• OpenMOLE

  3.7 9.6 BigDL VS OpenMOLE

  Workflow engine for exploration of simulation models using high performance computing

• rscala

  3.1 9.1 BigDL VS rscala

  The Scala interpreter is embedded in R and callbacks to R from the embedded interpreter are supported. Conversely, the R interpreter is embedded in Scala.

• Tyche

  2.8 0.0 BigDL VS Tyche

  Probability distributions, stochastic & Markov processes, lattice walks, simple random sampling. A simple yet robust Scala library.

• Numsca

  2.6 4.7 BigDL VS Numsca

  Numsca is Numpy for Scala.

• Axle

  2.3 7.2 BigDL VS Axle

  Spire-based DSL for scientific cloud computing.

• MGO

  2.2 7.5 BigDL VS MGO

  Modular multi-objective evolutionary algorithm optimization library enforcing immutability.

• Rings

  1.9 7.3 BigDL VS Rings

  An efficient library for polynomial rings. Commutative algebra, polynomial GCDs, polynomial factorization and other sci things at a really high speed.

• SwiftLearner

  1.8 0.0 BigDL VS SwiftLearner

  Simply written algorithms to help study Machine Learning or write your own implementations.

• Persist-Units

  0.6 0.0 BigDL VS Persist-Units

  Type check units of measure in Scala.

• OscaR

  0.2 - BigDL VS OscaR

  a Scala toolkit for solving Operations Research problems

* Code Quality Rankings and insights are calculated and provided by Lumnify.
They vary from L1 to L5 with "L5" being the highest. Visit our partner's website for more details.

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