Figaro
BigDL
Figaro | BigDL | |
---|---|---|
- | 5 | |
755 | 5,957 | |
0.0% | 15.8% | |
0.0 | 9.9 | |
almost 2 years ago | 4 days ago | |
HTML | Python | |
GNU General Public License v3.0 or later | Apache License 2.0 |
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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.
Figaro
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Tracking mentions began in Dec 2020.
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.
What are some alternatives?
FACTORIE - FACTORIE is a toolkit for deployable probabilistic modeling, implemented as a software library in Scala. It provides its users with a succinct language for creating relational factor graphs, estimating parameters and performing inference.
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
PredictionIO - PredictionIO, a machine learning server for developers and ML engineers.
Axle - Axle Domain Specific Language for Scientific Cloud Computing and Visualization
deequ - Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
Breeze - Breeze is a numerical processing library for Scala.
Spire - Powerful new number types and numeric abstractions for Scala.
Algebird - Abstract Algebra for Scala