syllogism

12 ms·

61.
Healthsea: An end-to-end spaCy pipeline for exploring health supplement effects(explosion.ai)
1 points by syllogism 5y ago|0 comments
62.
by syllogism 5y ago
More like kin selection: https://en.wikipedia.org/wiki/Kin_selection
63.
The Guardian's system for quote extraction using spaCy and Prodigy(theguardian.com)
3 points by syllogism 5y ago|0 comments
64.
Neural edit-tree lemmatization for spaCy(explosion.ai)
2 points by syllogism 5y ago|0 comments
65.
SpaCy v3's project and config systems are pretty great(explosion.ai)
2 points by syllogism 5y ago|0 comments
66.
by syllogism 5y ago
You might be interested in pex: https://pex.readthedocs.io/en/latest/
67.
by syllogism 5y ago
They didn't just put out Docker with a sign up that said "free stuff" though. They actively solicited the users; they told the community "Hey, use our software, you can trust us". If you do that you do have an oblig
68.
by syllogism 5y ago
Oh, I didn't take it as a pointed criticism or anything. It just seemed like it would be an instructive example. The underlying point I often make to people is that Python's slowness introduces a lot of incidental complexity, and
69.
by syllogism 5y ago
(I'm the creator of spaCy) If you want to email me at matt@explosion.ai , I'd be interested in the specifics of the algorithm and why the implementation was slow. The idea for something like that keyword extraction algorithm would
70.
by syllogism 6y ago
> I'm not sure how to best reconcile these two competing interests. What would help a lot is if the requirements were specified outside of the actual artifact, as metadata. Then the requirements metadata could be updated separately.
71.
by syllogism 6y ago
Everyone needs commands like "pip install 'spacy==2.3.5'" to work reliably in the future, so that you can go back and bisect errors. You need to be able to get back to a particular known-good state, and work through chan
72.
by syllogism 6y ago
I think you're really under-rating how important it is to be able to do something like "pip install 'requests==1.0.5'" or whatever, in order to reconstruct the past state of a project. If requests hasn't pinned
73.
by syllogism 6y ago
This will be a somewhat intemperate response, because as a developer of a significant library I found this quite irritating. If you publish a Python library without pinned dependencies, your code is broken. It happens to work today, but the
74.
by syllogism 6y ago
I gave some thoughts earlier in the thread about how we see spaCy fitting in to the NLP ecosystem. Here’s another answer that’s maybe more direct, through an example. Let’s say you wanted to build a system where you used an efficient bag-of
75.
by syllogism 6y ago
I haven't had a situation to use it, but I think Kornia looks cool: https://github.com/kornia/kornia
76.
by syllogism 6y ago
Thanks for the love :). For the record yes we've been working hard, but also yes, we've been doing well from it. I will say that people are using spaCy for free because that is what we asked them to do. I chose to make the library
77.
by syllogism 6y ago
I'm sorry that this conflicted with your plans, but I feel strongly that distributing Python libraries via system package managers such as apt is very bad for users. The pain is felt especially by users who are relatively new to Python
78.
by syllogism 6y ago
I actually submitted this with (Python Natural Language Processing) after it, but it got edited away. I always find it hard to predict the preferred title style here...
79.
by syllogism 6y ago
Yes you can easily train with xlnet instead of roberta-base --- just write the different model name in the config file (or pass a different string value, if doing it from Python). You can find an example config file here: https:/&#x2F
80.
by syllogism 6y ago
The improved transformers support is definitely one of the main features of the release. I'm also really pleased with how the project system and config files work. If you're always working with exactly one task model, I think work
81.
SpaCy 3.0(github.com)
484 points by syllogism 6y ago|81 comments
82.
by syllogism 6y ago
Is there evidence he actually cared about the neo-nazi bit, and it wasn't just another sham identity? The guy sounds absolutely amoral, and neo-nazis seem like they'd be easy marks.
83.
by syllogism 6y ago
I think spaCy offers a lot of things to connect the models to the rest of your application. spaCy's Doc object is pretty helpful for using the outputs, for instance you can iterate over the sentences and then iterate over the entities
84.
by syllogism 6y ago
No worries, and glad it wasn't a total loss! Yeah the registry solution is something we've been very happy with.
85.
by syllogism 6y ago
Sorry you lost time on this! We took a long time to get Thinc documented and stable, because there was a long period where I wasn't sure where I wanted the library to go. The deep learning ecosystem in 2018 was pretty hard to predict,
86.
by syllogism 6y ago
> lazyness of spacy developers by making everything dynamic they broke the autocompletion that is normally working in python. Actually it's the opposite of "making everything dynamic". spaCy is mostly implemented in Cython
87.
by syllogism 6y ago
Yes, that's the sort of thing that's now much better. See here for discussion about using transformers in v3: https://nightly.spacy.io/usage/embeddings-transformers Document similarity is a tricky thing to ge
88.
by syllogism 6y ago
Is there anything else they've discontinued though? Vagrant has waned in popularity given Docker, but it's still supported . Nomad is much less popular than Kubernetes, but it's still being actively developed, with features t
89.
by syllogism 6y ago
Glad to finally share this release! I'll paste in something I shared on Twitter, about one of the features I think some will find surprising (at least, in the sense I might have been skeptical about it if it had been pitched to me a ye
90.
by syllogism 6y ago
Bundy was at large for 6 days after his first escape, and a bit over 2 months in his second escape (December 31 to February 12).

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