https://github.com/cybersecurity-dev/awesome-word2vec
Awesome Word2vec
https://github.com/cybersecurity-dev/awesome-word2vec
List: awesome-word2vec
awesome awesome-list awesome-lists nlp nlp-deep-learning nlp-machine-learning word2vec word2vec-algorithm word2vec-embeddinngs word2vec-model
Last synced: 26 days ago
JSON representation
Awesome Word2vec
- Host: GitHub
- URL: https://github.com/cybersecurity-dev/awesome-word2vec
- Owner: cybersecurity-dev
- License: cc0-1.0
- Created: 2025-10-07T21:32:55.000Z (29 days ago)
- Default Branch: main
- Last Pushed: 2025-10-07T21:35:22.000Z (29 days ago)
- Last Synced: 2025-10-07T23:33:12.297Z (29 days ago)
- Topics: awesome, awesome-list, awesome-lists, nlp, nlp-deep-learning, nlp-machine-learning, word2vec, word2vec-algorithm, word2vec-embeddinngs, word2vec-model
- Homepage:
- Size: 7.81 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Awesome [Word2vec](https://en.wikipedia.org/wiki/Word2vec) [](https://awesome.re)
---
---
## Continuous [bag-of-words](https://en.wikipedia.org/wiki/Bag-of-words_model) (CBOW)
```mermaid
flowchart LR
subgraph Input["INPUT"]
A1["w(t-2)"]
A2["w(t-1)"]
A3["w(t+1)"]
A4["w(t+2)"]
end
subgraph Projection["PROJECTION"]
SUM["SUM"]
end
subgraph Output["OUTPUT"]
OUT["w(t)"]
end
A1 --> SUM
A2 --> SUM
A3 --> SUM
A4 --> SUM
SUM --> OUT
style Input color:#000000,fill:#FFF9C4
style Projection color:#000000,fill:#BBDEFB
style Output color:#000000,fill:#FFCDD2
```
---
---
## Skip-gram
```mermaid
flowchart LR
subgraph INPUT["INPUT"]
x_wt["w(t)"]
end
subgraph PROJECTION["PROJECTION"]
x_proj["Projection"]
end
subgraph OUTPUT["OUTPUT"]
x_wtm2["w(t-2)"]
x_wtm1["w(t-1)"]
x_wtp1["w(t+1)"]
x_wtp2["w(t+2)"]
end
x_wt --> x_proj
x_proj --> x_wtm2 & x_wtm1 & x_wtp1 & x_wtp2
classDef label fill:none,stroke:none,color:#666
style PROJECTION fill:#BBDEFB,color:#000000
style INPUT color:#000000,fill:#FFF9C4
style OUTPUT fill:#FFCDD2,color:#000000
```
##
### My Other Awesome Lists
You can access the my other awesome lists [here](https://cyberthreatdefence.com/my_awesome_lists)
### Contributing
[Contributions of any kind welcome, just follow the guidelines](contributing.md)!
### Contributors
[Thanks goes to these contributors](https://github.com/cybersecurity-dev/awesome-word2vec/graphs/contributors)!
[🔼 Back to top](#awesome-word2vec-)