PredictionIO VS BigDL

Compare PredictionIO vs BigDL and see what are their differences.

PredictionIO

PredictionIO, a machine learning server for developers and ML engineers. (by apache)
Science and Data analysis Scala Big Data Predictionio

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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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PredictionIO BigDL
- 5
12,514 5,957
- 19.8%
0.0 9.9
over 3 years ago 1 day 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.

PredictionIO

Posts with mentions or reviews of PredictionIO. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning PredictionIO yet.
Tracking mentions began in Dec 2020.

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 PredictionIO and BigDL you can also consider the following projects:

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.

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

Figaro - Figaro Programming Language and Core Libraries

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

OpenMOLE - Workflow engine for exploration of simulation models using high throughput computing

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

Persist-Units - Scala Units of Measure Types

PredictionIO vs Apache Spark BigDL vs Apache Spark PredictionIO vs Squants BigDL vs Zeppelin PredictionIO vs Zeppelin BigDL vs Axle PredictionIO vs Figaro BigDL vs deequ PredictionIO vs OpenMOLE BigDL vs Spire PredictionIO vs Persist-Units BigDL vs Persist-Units