fabuzaid21 / yggdrasil
Yggdrasil: Faster Decision Trees Using Column Partitioning in Spark
☆31Updated 6 years ago
Alternatives and similar repositories for yggdrasil:
Users that are interested in yggdrasil are comparing it to the libraries listed below
- Splash Project for parallel stochastic learning☆94Updated 7 years ago
- Spark MLlib code optimized to efficiently support sparse data☆51Updated 8 years ago
- Distributed Matrix Library☆71Updated 8 years ago
- Factorization Machines on Spark and Glint☆25Updated 8 years ago
- Scalable Distributed LDA implementation for Spark & Glint☆28Updated 8 years ago
- A primal-dual framework for distributed L1-regularized optimization☆35Updated 8 years ago
- Spark library for doing exploratory data analysis in a scalable way☆43Updated 9 years ago
- HopsYARN Tensorflow Framework.☆31Updated 5 years ago
- Code to allow running BIDMach on Spark including HDFS integration and lightweight sparse model updates (Kylix).☆15Updated 4 years ago
- Implementation of ADMM algorithm on Apache Spark☆25Updated 9 years ago
- Vector-free L-BFGS implementation for Spark MLlib☆47Updated 7 years ago
- CUDA kernel and JNI code which is called by Apache Spark's MLlib.☆19Updated 8 years ago
- Spark Extension : ML transformers, SQL aggregations, etc that are missing in Apache Spark☆147Updated 9 years ago
- An API for Distributed Machine Learning☆154Updated 8 years ago
- Spark implementation of the Google Correlate algorithm to quickly find highly correlated vectors in huge datasets☆93Updated 9 years ago
- Distributed lbfgs on Apache Spark☆10Updated 4 years ago
- ☆111Updated 7 years ago
- Locality Sensitive Hashing for Apache Spark☆87Updated 3 years ago
- MLeap allows for easily putting Spark ML pipelines into production☆78Updated 8 years ago
- Parallel ML System - STRADS scheduler☆30Updated 6 years ago
- Benchmarks of BLAS libraries with Scala interface☆30Updated 9 years ago
- Additional useful algorithms that can be used with spark.☆24Updated 10 years ago
- cache-friendly multithread matrix factorization☆88Updated 8 years ago
- Another, hopefully better, implementation of ALS on Spark☆14Updated 9 years ago
- ADMM based Scalable Machine Learning on Spark☆21Updated 7 years ago
- Topic Modeling on Apache Spark☆95Updated 6 years ago
- Vector-free L-BFGS implementation on Spark☆9Updated 9 years ago
- Distributed DataFrame: Productivity = Power x Simplicity For Scientists & Engineers, on any Data Engine☆168Updated 4 years ago
- Assembly of fundamental statistics implemented based on Apache Spark☆31Updated 9 years ago
- Glint: High performance scala parameter server☆167Updated 6 years ago