# Text Classification with Word Embeddings using Flux
**URL:** https://discourse.julialang.org/t/text-classification-with-word-embeddings-using-flux/28751
**Category:** Machine Learning
**Tags:** flux, blog-post
**Created:** [September 14, 2019, 2:43am UTC](https://discourse.julialang.org/t/text-classification-with-word-embeddings-using-flux/28751 "2019-09-14T02:43:20Z")
**Posts on this page:** 3
**Page:** 1
### Author:  [@Nigel\_Adams](https://discourse.julialang.org/u/Nigel_Adams)
#### Post date: [September 14, 2019, 2:43am UTC](https://discourse.julialang.org/t/text-classification-with-word-embeddings-using-flux/28751/1 "2019-09-14T02:43:20Z")
I’ve been experimenting with text classification using word embeddings and Flux.
The posts start simple and work their way up to a project using 1d Convolutions.
I couldn’t find many Julia examples on the web in this area so I thought I’d share my work in case it helps someone else.
Please feel free to link other examples (I may have missed) or discuss how my work could be improved.
> **[Categories](https://spcman.github.io/getting-to-know-julia/categories/#deep-learning)**
>
> A portfolio of examples to help Julia newbies
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### Author:  [@baggepinnen](https://discourse.julialang.org/u/baggepinnen)
#### Post date: [September 14, 2019, 3:00am UTC](https://discourse.julialang.org/t/text-classification-with-word-embeddings-using-flux/28751/2 "2019-09-14T03:00:44Z")
All the links give me “404 page not found”
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### Author:  [@Nigel\_Adams](https://discourse.julialang.org/u/Nigel_Adams)
#### Post date: [September 14, 2019, 3:09am UTC](https://discourse.julialang.org/t/text-classification-with-word-embeddings-using-flux/28751/3 "2019-09-14T03:09:50Z")
Sorry issue should be fixed now!