rainier VS BigDL

Compare rainier vs BigDL and see what are their differences.

rainier

Bayesian inference in Scala. (by stripe)
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Source Code
rainier.fit
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BigDL

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max). A PyTorch LLM library that seamlessly integrates with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, etc. (by intel-analytics)
Science and Data analysis Spark Tensorflow Keras Pytorch bigdl analytics-zoo distributed-deep-learning Python Scala llm Transformers
Source Code
ipex-llm.readthedocs.io
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rainier BigDL
1 5
435 5,957
0.2% 15.8%
0.0 9.9
12 months ago 3 days ago
Scala Python
Apache License 2.0 Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.

rainier

Posts with mentions or reviews of rainier. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-04-05.

BigDL

Posts with mentions or reviews of BigDL. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-31.

What are some alternatives?

When comparing rainier and BigDL you can also consider the following projects:

SynapseML - Simple and Distributed Machine Learning

Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing

Smile - Statistical Machine Intelligence & Learning Engine

Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.

Breeze - Breeze is a numerical processing library for Scala.

Axle - Axle Domain Specific Language for Scientific Cloud Computing and Visualization

Deep Java Library (DJL) - An Engine-Agnostic Deep Learning Framework in Java

deequ - Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

Spire - Powerful new number types and numeric abstractions for Scala.

PredictionIO - PredictionIO, a machine learning server for developers and ML engineers.

Persist-Units - Scala Units of Measure Types

Tensorflow_scala - TensorFlow API for the Scala Programming Language

rainier vs SynapseML BigDL vs Apache Spark rainier vs Smile BigDL vs Zeppelin rainier vs Breeze BigDL vs Axle rainier vs Deep Java Library (DJL) BigDL vs deequ BigDL vs Spire BigDL vs PredictionIO BigDL vs Persist-Units BigDL vs Tensorflow_scala