autograd-rs
hora
| autograd-rs | hora | |
|---|---|---|
| 1 | 9 | |
| 0 | 2,558 | |
| - | 0.5% | |
| 6.9 | 0.0 | |
| 10 months ago | 4 months ago | |
| Rust | 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.
autograd-rs
hora
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Building a Vector Database with Rust to Make Use of Vector Embeddings
We have been playing around with Hora as a replacement for the Rust-CV implementation as we want PQ as well. I'll check out instanct-distance, looks very interesting!
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Faiss: A library for efficient similarity search
Maybe https://github.com/hora-search/hora but I've never used it
- An efficient library for nearest neighbor search in native rust
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Hora, an blazingly fast AI Similarity search algorithm library (IOS Version)
$ rustup target add aarch64-apple-ios aarch64-apple-ios $ cargo install cargo-lipo $ git clone https://github.com/hora-search/hora-ios $ cd hora-ios/hora $ cargo lipo --release
- Hora: Efficient approximate nearest neighbor search algorithms in Rust
- [Project] Announcing Hora 0.1.1, an blazingly fast AI Similarity search algorithm library
- [Project] Announcing Hora 0.1.0, an blazingly fast approximate nearest neighbor search algorithm library
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Announcing Hora 0.1.0, an approximate nearest neighbor search algorithm library in rust
github: https://github.com/hora-search/hora
What are some alternatives?
miniboosts - A collection of boosting algorithms written in Rust 🦀
vald - Vald. A Highly Scalable Distributed Vector Search Engine
corgi - A neural network, and tensor dynamic automatic differentiation implementation for Rust.
annoy - Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
tch-rs - Rust bindings for the C++ api of PyTorch.
Milvus - A cloud-native vector database, storage for next generation AI applications
rust-bert - Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
instant-distance - Fast approximate nearest neighbor searching in Rust, based on HNSW index
burn - Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals. [Moved to: https://github.com/Tracel-AI/burn]
NumToA - An efficient method of heaplessly converting numbers into their string representations, storing the representation within a reusable byte array.
burn - Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.
ritelinked - RiteLinked - LinkedHashMap & LinkedHashSet in Rust