Infer.NET vs Spreads

Infer.NET

UAI 2015. Kernel-based just-in-time learning for expectation propagation (by wittawatj)

Machine Learning and Data Science

Source Code

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Spreads

Series and Panels for Real-time and Exploratory Analysis of Data Streams (by Spreads)

Machine Learning and Data Science time-series Real-time data-stream series-manipulation Cep

Source Code

docs.dataspreads.io

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InfluxDB - Power Real-Time Data Analytics at Scale

Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

www.influxdata.com

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SaaSHub - Software Alternatives and Reviews

SaaSHub helps you find the best software and product alternatives

www.saashub.com

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Infer.NET		Spreads
	Project
-	Mentions	15
17	Stars	417
-	Growth	-0.2%
0.0	Activity	2.2
over 5 years ago	Latest Commit	about 1 year ago
MATLAB	Language	C#
MIT License	License	Mozilla Public 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.

Infer.NET

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

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

Spreads

Posts with mentions or reviews of Spreads. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-28.

Beautiful branchless binary search
2 projects | news.ycombinator.com | 28 Apr 2023

Branchless or not in this case, it still touches memory in not so good pattern. I found that a significant speedup of a classic BS could be achieved by switching to linear SIMD search when the remaining range has a width of 3-4 SIMD lines (or maybe even a little more). The bounds of that range are likely already touched and in cache, then prefetching helps. It gives 30-50% gain on 1K items array of integers, 10-25% on 1M items, depending on data distribution. Here is an example in C#: https://github.com/Spreads/Spreads/blob/main/src/Spreads.Cor...
Spreads: NEW Data - star count:384.0
1 project | /r/algoprojects | 21 Jan 2023

1 project | /r/algoprojects | 20 Jan 2023

1 project | /r/algoprojects | 19 Jan 2023

1 project | /r/algoprojects | 18 Jan 2023

1 project | /r/algoprojects | 17 Jan 2023

1 project | /r/algoprojects | 16 Jan 2023

1 project | /r/algoprojects | 15 Jan 2023
Spreads: NEW Data - star count:379.0
1 project | /r/algoprojects | 1 Oct 2022

1 project | /r/algoprojects | 30 Sep 2022

What are some alternatives?

When comparing Infer.NET and Spreads you can also consider the following projects:

Accord.NET

Deedle - Easy to use .NET library for data and time series manipulation and for scientific programming

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

encog-dotnet-core

FsLab - FsLab project templates - download as ZIP to get started!

AForge.NET - AForge.NET Framework is a C# framework designed for developers and researchers in the fields of Computer Vision and Artificial Intelligence - image processing, neural networks, genetic algorithms, machine learning, robotics, etc.

F# Data - F# Data: Library for Data Access

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

Accord.NET Extensions