LiteDB
neuronika
Our great sponsors
LiteDB | neuronika | |
---|---|---|
11 | 19 | |
8,161 | 1,020 | |
- | 0.0% | |
8.0 | 0.0 | |
2 days ago | over 1 year ago | |
C# | Rust | |
MIT License | Apache License 2.0 |
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.
LiteDB
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Local migrations for embedded SQLite in F#
Personally, I used to use LiteDB which is a NoSQL version which in v4 paired very nicely with F# thanks to Zaid's lovely LiteDB.FSharp library. Sadly, when v5 showed up, a lot of the F# niceties were lost given how the API was changed and v5 was not very F# friendly. You can still use it of course but you fall back to more unsafe F# code which is not ideal.
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Yet another embedded DB (kind of)
Are you aware of LiteDB? It seems like your project is going for a very similar niche. Most people looking for this type of thing will probably go for the more mature and feature-rich solution (LiteDB). So if your project has some unique value proposition to distinguish it from LiteDB, you should elaborate on that.
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How to introduce a queue for my API.
Looks like LiteDb is thread safe so it would be useful to see the error stack and the exact error message.
Please consider using the primary key to generate an unique value on the db side.
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Unity MVVM
LiteDB
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LiteDB: A .NET embedded NoSQL database
Before checking this out, people might want to take a look through the issues and pull requests of which there are 500+ and 50+ respectively [1]. I was really optimistic about this project and it was headed in a great direction, but it's not in a production ready state, and it seems that the main guy behind it has decided to move onto other things. It's been about a year since there was any significant activity.
I just mention this because a lot of these little issues might only become more apparent after integrating the db into your project and so it can be a bit annoying. I ended up swapping to Linq2DB [1]. It's something, more or less, similar offering an ORM/LINQ type system as well as the ability to also use direct SQL if desired. But the neat thing is that it also uses a standardized API for the LINQ query language, so you can do things like swap from SQLite to PostgreSQL in one* line of code, so long as you're not using any provider specific extensions.
One reason:
SQLite is slower than LiteDB in this benchmark project created by the LiteDB inventor
https://github.com/mbdavid/LiteDB-Benchmark
https://github.com/mbdavid/LiteDB/issues/291
Another (lesser) reason is the similarity to MongoDB methods, if that's what you are used to it will feel familiar, but no MongoDB server needed.
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What sort of mature, open-source libraries do you feel Rust should have but currently lacks?
A mature NoSQL embedded/flatfile database like LiteDB would be nice. There are some similar Rust libraries but they aren't very close to production ready and the API tends to not be too user friendly. I had trouble finding one of these for a small app I had to write recently.
neuronika
- This year I tried solving AoC using Rust, here are my impressions coming from Python!
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Deep Learning in Rust: Burn 0.4.0 released and plans for 2023
Also perhaps comparing to Neuronika.
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Making a better Tensorflow thanks to strong typing
how does it compare with https://github.com/spearow/juice, https://github.com/neuronika/neuronika and https://github.com/spearow/juice?
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[D] To what extent can Rust be used for Machine Learning?
Check where and how this struct is used. https://github.com/neuronika/neuronika/blob/variable-rework/neuronika-variable/src/history.rs
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Enzyme: Towards state-of-the-art AutoDiff in Rust
I have a question: as the maintainer of [neuronika](https://github.com/neuronika/neuronika), a crate that offers dynamic neural network and auto-differentiation with dynamic graphs, I'm looking at a future possible feature for such framework consisting in the possibility of compiling models, getting thus rid of the "dynamic" part, which is not always needed. This would speed the inference and training times quite a bit.
- Any role that Rust could have in the Data world (Big Data, Data Science, Machine learning, etc.)?
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What sort of mature, open-source libraries do you feel Rust should have but currently lacks?
If you like autograd you will love neuronika
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bhtsne 0.5.0, now 5.6x faster on a 4 core machine, plus a summary of my Rust journey (so far)
After reading most of the book, I wanted to get my hands dirty. My initial idea was to build a small machine learning framework but I deemed it to be too difficult if not impossible for me at the time. (Now, neuronika would have something to say). When gathering the bibliography for my thesis, I recalled to have stumbled upon a particular algorithm, t-SNE, whom I liked very much. I found the idea behind it to be very clever and elegant (t-SNE it's still one of my favorite algorithms, together with backprop and SOM, I find manifold learning fascinating in general). "So be it", I said, and I began writing a mess of a code, that was basically a translation of the C++ implementation. Boy was it bad.
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What are you using Rust for?
me and a colleague of mine are developing neuronika
What are some alternatives?
RavenDB - ACID Document Database
MongoDB - The MongoDB Database
Realm Xamarin - Realm is a mobile database: a replacement for SQLite & ORMs
Apache Ignite - Apache Ignite
Event Store - EventStoreDB, the event-native database. Designed for Event Sourcing, Event-Driven, and Microservices architectures
DBreeze - C# .NET NOSQL ( key value store embedded ) ACID multi-paradigm database management system.
Yessql - A .NET document database working on any RDBMS
SqlKata Query Builder - SQL query builder, written in c#, helps you build complex queries easily, supports SqlServer, MySql, PostgreSql, Oracle, Sqlite and Firebird
BrightstarDb - This is the core development repository for BrightstarDB.
Marten - .NET Transactional Document DB and Event Store on PostgreSQL
not-yet-awesome-rust - A curated list of Rust code and resources that do NOT exist yet, but would be beneficial to the Rust community.
Db4o-gpl - new Db4o GPL Source Code for Java7+ & .netstardard2.0 Android Xamarin..., the best database project to help you to learn how to make databases