PredictionIO vs Libra

PredictionIO

PredictionIO, a machine learning server for developers and ML engineers. (by apache)

DISCONTINUED

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Libra

A dimensional analysis library based on dependent types (by to-ithaca)

Science and Data analysis

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PredictionIO		Libra
	Project
-	Mentions	-
12,514	Stars	198
-	Growth	-1.5%
0.0	Activity	0.0
over 3 years ago	Latest Commit	about 2 months ago
Scala	Language	Scala
Apache License 2.0	License	GNU General Public License v3.0 or later

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.

Libra

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

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

What are some alternatives?

When comparing PredictionIO and Libra you can also consider the following projects:

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

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.

Squants - The Scala API for Quantities, Units of Measure and Dimensional Analysis

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

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

Chalk

Figaro - Figaro Programming Language and Core Libraries

Breeze - Breeze is a numerical processing library for Scala.

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

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, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, ModelScope, etc.