BigDL
Axle
BigDL | Axle | |
---|---|---|
5 | - | |
6,051 | 66 | |
17.1% | - | |
9.9 | 5.5 | |
4 days ago | 12 months ago | |
Python | Scala | |
Apache License 2.0 | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
BigDL
- PyTorch Library for Running LLM on Intel CPU and GPU
-
LLaMA Now Goes Faster on CPUs
Any performance benchmark against intel's 'IPEX-LLM'[0] or others?
[0] - https://github.com/intel-analytics/ipex-llm
- BigDL-LLM: running LLM on your laptop using INT4
- Fast, distributed, secure AI for Big Data
-
Machine learning on JVM
Intel BigDL for Spark which again is for Spark.
Axle
We haven't tracked posts mentioning Axle yet.
Tracking mentions began in Dec 2020.
What are some alternatives?
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
Squants - The Scala API for Quantities, Units of Measure and Dimensional Analysis
Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
OscaR
deequ - Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
Libra - A dimensional analysis library based on dependent types
Spire - Powerful new number types and numeric abstractions for Scala.
Breeze - Breeze is a numerical processing library for Scala.
PredictionIO - PredictionIO, a machine learning server for developers and ML engineers.
Tyche - Statistics utilities for the JVM - in Scala!
Persist-Units - Scala Units of Measure Types
Compute.scala - Scientific computing with N-dimensional arrays