TopoX: A Suite of Python Packages for Machine Learning on Topological Domains.
Mustafa HajijMathilde PapillonFlorian FrantzenJens AgerbergIbrahem AlJabeaRubén BallesterClaudio BattiloroGuillermo BernárdezTolga BirdalAiden BrentPeter ChinSergio EscaleraSimone FiorellinoOdin Hoff GardaaGurusankar GopalakrishnanDevendra GovilJosef HoppeManeel Reddy KarriJude KhoujaManuel LechaNeal LivesayJan MeißnerSoham MukherjeeAlexander NikitinTheodore PapamarkouJaro PrílepokKarthikeyan Natesan RamamurthyPaul RosenAldo Guzmán-SáenzAlessandro SalatielloShreyas N. SamagaSimone ScardapaneMichael T. SchaubLuca ScofanoIndro SpinelliLev TelyatnikovQuang TruongRobin WaltersMaosheng YangOlga ZaghenGhada ZamzmiAli ZiaNina MiolanePublished in: CoRR (2024)
Keyphrases
- open source software
- machine learning
- open source
- application domains
- pattern recognition
- real world
- machine learning and data mining
- data mining
- learning algorithm
- data analysis
- computational intelligence
- learning tasks
- knowledge acquisition
- semi supervised learning
- learning systems
- transfer learning
- statistical methods
- machine learning approaches
- explanation based learning
- information extraction
- feature selection
- artificial intelligence
- information retrieval
- continuous domains
- supervised machine learning
- neural network
- inductive logic programming
- learning problems
- topological spaces
- kernel methods
- background knowledge
- text classification
- general purpose
- supervised learning
- knowledge representation
- expert systems
- training data
- decision trees