BigDL
Spire
BigDL | Spire | |
---|---|---|
5 | - | |
6,051 | 1,757 | |
17.1% | 0.0% | |
9.9 | 5.6 | |
4 days ago | 5 days ago | |
Python | Scala | |
Apache License 2.0 | MIT License |
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.
Spire
We haven't tracked posts mentioning Spire yet.
Tracking mentions began in Dec 2020.
What are some alternatives?
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
Breeze - Breeze is a numerical processing library for Scala.
Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
Squants - The Scala API for Quantities, Units of Measure and Dimensional Analysis
Axle - Axle Domain Specific Language for Scientific Cloud Computing and Visualization
Algebird - Abstract Algebra for Scala
deequ - Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
OscaR
PredictionIO - PredictionIO, a machine learning server for developers and ML engineers.
Persist-Units - Scala Units of Measure Types
ND4S - ND4S: N-Dimensional Arrays for Scala. Scientific Computing a la Numpy. Based on ND4J.