PredictionIO VS Synapses

Compare PredictionIO vs Synapses 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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Synapses

A group of neural-network libraries for functional and mainstream languages (by mrdimosthenis)
Artificial intelligence neural-network Machine Learning Functional programming JavaScript Python Java C# Scala Fsharp Lightweight Deep Learning Clojure gleam Elixir
Source Code
mrdimosthenis.github.io
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PredictionIO Synapses
- 1
12,514 68
- -
0.0 0.0
over 3 years ago over 2 years ago
Scala Elixir
Apache License 2.0 MIT License
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.

Synapses

Posts with mentions or reviews of Synapses. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-01.

What are some alternatives?

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

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

m2cgen - Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

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

ML.NET - ML.NET is an open source and cross-platform machine learning framework for .NET.

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

Brain.js - Simple feed-forward neural network in JavaScript

Figaro - Figaro Programming Language and Core Libraries

Keras.js - Run Keras models in the browser, with GPU support using WebGL

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

Breeze - Breeze is a numerical processing library for Scala.

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.

Dannjs - Easy to use Deep Neural Network Library for JavaScript.

PredictionIO vs Apache Spark Synapses vs m2cgen PredictionIO vs Squants Synapses vs ML.NET PredictionIO vs Zeppelin Synapses vs Brain.js PredictionIO vs Figaro Synapses vs Keras.js PredictionIO vs OpenMOLE Synapses vs Breeze PredictionIO vs BigDL Synapses vs Dannjs