word2vec-rs
App Listed Dormant
pure rust implemention of word2vec
- Downloads
- Not measured
- Dependents
- Not applicable
- Stars
- 87
- Forks
- 15
- Contributors
- 3
- Commits
- 47
About
Word2Vec-rs is a fast implemention of word2vec's skip-gram algorithm.
A simple benchmark on a 200M english corpus:
4 threads:
| tool | words per sec | memory |
|---|---|---|
| word2vec | 332k | 616M |
| gensim | 311k | 249M |
| word2vec-rs | 641K | 197M |
8 threads:
| tool | words per sec | memory |
|---|---|---|
| word2vec | 611k | 616M |
| gensim | 539k | 266M |
| word2vec-rs | 995k | 203M |
- gensim version 0.13.3
- word2vec(google code version): https://github.com/mklf/word2vec
Building
word2vec-rs is written in Rust, so you need a Rust installation in order to compile it( It's super easy). Rust version 1.14 or newer is tested.Building is easy:
git clone https://github.com/mklf/word2vec-rs
cd word2vec-rs
cargo build --release --features=blas
./target/release/word2vec train --help
Running
./target/release/word2vec train input_file_path output_path
Compatibility
- License
- None stated
- Crate facts
- Not measured
- Runs on, Native code and Python bindings read crates on crates.io. This entry lists no crate.
Compare with similar projects
Order: strongest tier first, then most downloads, then name, with unmeasured values last. A library counts downloads over 30 days. An app counts binary downloads per release. An app with none counts its crate downloads over 30 days. ML Rust runs this catalogue, so its closest project always gets a row.
| Project | Downloads | Dependents | Stars | Latest release | Runs on (GPU) | Native code | License |
|---|---|---|---|---|---|---|---|
|
pure rust implemention of word2vec |
Not measured | Not applicable | 87 | Not measured | Not measured | Not measured | None stated |
|
fastembed-rs Featured
Library for generating vector embeddings, reranking locally. |
1,147,765 downloads over 30 days | 331 | 1,051 | 7.6.1 | CUDA, WebGPU, Metal | Binds native code: accelerate-src (feature accelerate), intel-mkl-src (feature mkl), ort-sys (feature directml) | Apache-2.0 |
|
model2vec-rs Featured
Official Rust Implementation of Model2Vec |
194,422 downloads over 30 days | 48 | 234 | 0.4.0 | GPU support unknown | No native code found | MIT |
|
fasttext-rs Listed
fastText pure Rust implementation |
102,405 downloads over 30 days | 4 | 71 | 0.8.1 | GPU support unknown | Binds native code: cfasttext-sys, cfasttext_static. Build uses a native toolchain: cc | MIT |
|
splintr Listed
Tokenizer for Rust and Python: pure Rust by default, with 18 bundled vocabularies and four backends covering BPE, SentencePiece and WordPiece. Its output matches Hugging Face tokenizers id for id on 14 model families, including GPT-2, Qwen, Whisper, T5 and BERT. Python bindings |
8,204 downloads over 30 days | 7 | 63 | 0.22.2 | GPU support unknown | Binds native code: pcre2-sys (feature pcre2) | MIT |
|
Rust interface to word2vec. |
59 downloads over 30 days | 1 | 32 | 0.3.3 | GPU support unknown | No native code found | MIT |
|
rust-sbert Listed
Rust implementation of Sentence Bert (SBert) |
10 downloads over 30 days | 0 | 127 | 0.4.1 | CUDA | Binds native code: torch-sys | Apache-2.0 |
Why ListedNo archive, New or Featured rule places it, so it is Listed.
What it lacks for Featured
- The project is dormant and not finished. Dormancy rule
What else the check found
- The last activity is on 31 Aug 2021, 1896 days ago. That reaches the 365 days the rules expect, so the project is dormant. Dormancy rule
- The oldest outside issue waits 2480 days for a reply, past the limit of 270. No maintainer replied in 365 days. Rot signals rule
Not measured: Latest release, Unpatched vulnerabilities past the grace window, First release.
Exact rules: Listed, Featured app. The check on applied thresholds version 9.
Every rule outcome, as the check records it
expected-interval: app: E = 365 daysdormancy: last activity 2021-08-31, 1896 days ago, E = 365: dormantrot: oldest unanswered issue 2480 days (limit 270), no maintainer reply in 365 daysfeatured: not featured: dormant and not stablelisted: listed: no archive, new or featured rule applies
Measurements and sources
Each signal row shows the raw value, its source and the fetch date. The Sources list gathers every distinct source on this page. Movement needs more history.
Sources4 sources
- Description: the GitHub repository description
- GitHub repository, fetched
- GitHub releases, fetched
- GitHub contributors, fetched
AdoptionNot measured
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| Active dependents | Not measured | Yes | ||
| New dependents (365 days) | Not measured | Yes | ||
| Peak active dependents | Not measured | Yes | ||
| Active dependents as a share of the peak | Not measured | Yes | ||
| Binary downloads per release | Not measured | Yes |
MaintenanceLatest human commit: 5 years ago8 not measured
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| Latest human commit | 2021-08-31 | GitHub repository | Yes | |
| Latest release | Not measured | Yes | ||
| First release | Not measured | Yes | ||
| Latest version | Not measured | Yes | ||
| Days the oldest outside issue waits for a reply | 2480 | GitHub repository | Yes | |
| Maintainer replies over 365 days | 0 | GitHub repository | Yes | |
| Repository archived | false | GitHub repository | Yes | |
| Repository gone | false | GitHub repository | Yes | |
| Release commit or manifest in the repo | Not measured | Yes | ||
| Published docs | Not measured | Yes | ||
| Latest release fails cargo check | Not measured | Yes | ||
| Build check date | Not measured | Yes | ||
| Build check toolchain | Not measured | Yes |
SecurityNot measured
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| Unpatched vulnerabilities past the grace window | Not measured | Yes | ||
| RustSec unmaintained advisory | Not measured | Yes | ||
| Deprecation notice | Not measured | Yes | ||
| Deprecated requirement | Not measured | Yes |
Distribution0 binary downloads over the last 3 releases10 not measured
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| Releases | Not measured | Yes | ||
| Downloads over 30 days | Not measured | Yes | ||
| Binary downloads over the last 3 releases | 0 | GitHub releases | Yes | |
| Homebrew installs on request over 365 days | Not measured | Yes | ||
| Repology repository families | Not measured | Yes | ||
| Docker pull growth over 90 days | Not measured | Yes | ||
| Docker pulls at the growth baseline | Not measured | Yes | ||
| Every version a prerelease | Not measured | Yes | ||
| Every version 0.0.x | Not measured | Yes | ||
| Every version yanked | Not measured | Yes | ||
| Crate deleted from crates.io | Not measured | Yes |
Repository87 stars, 15 forks, 3 contributors, 47 commits. Stars alone never qualify a project.1 not measured
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| GitHub stars | 87 | GitHub repository | Yes — one part of the repository route | |
| GitHub forks | 15 | GitHub repository | Yes — one part of the repository route | |
| Contributors with a GitHub account | 3 | GitHub contributors | Yes — one part of the repository route | |
| Commits on the default branch | 47 | GitHub repository | No | |
| Repository's main crate left out of the entry | Not measured | Yes |
Facts that never count
| Signal | Value | Source | Fetched | Counts |
|---|---|---|---|---|
| License | None stated | GitHub repository | No | |
| Runs on, from listed crates and their direct dependencies | Not measured | No | ||
| What shows each backend | Not measured | No | ||
| Native code, from listed crates and their dependencies | Not measured | No | ||
| Python bindings, from direct dependencies of listed crates | Not measured | No | ||
| Crates that depend on a listed crate directly | Not measured | No |
Corrections and review history
No correction applies to this entry.
Judgments
A judgment enters only through an approved issue and a merged pull request.
No judgment applies to this entry.