Data Science
Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge from structured and unstructured data. Data scientists perform data analysis and preparation, and their findings inform high-level decisions in many organizations.
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It appears that the docs for Logistic Regression differ based on solvers and penalties. The "penalty" parameter states that "The ‘newton-cg’, ‘sag’ and ‘lbfgs’ solvers support only l2 penalties," while the "solver" parameter states that "‘newton-cg’, ‘lbfgs’, ‘sag’ and ‘saga’ handle L2 or no penalty" (attaching some screenshots). This was actually a little unclear to me, as I wasn't sure if the n
Currently the tabs on SQL Lab queries show green circle when a query is running as well as when a query has successfully finished.
The green circles for "query running" and "query completed" could be made more distinct - different color, or having the "query running" circle be hollow, and the "query completed" one filled in. This would enable users, who might go to SQL Lab and trigger few quer
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Hi, is there an easy way to get the memory occupied by some object ref?
E.g. ray.sizeof(ray.put(object))
Travis is not going to automatically offer the free tier for all open source projects; We likely want o migrate away from travis.
Setting up github actions to replace travis would be a welcomed contribution.
In recent versions (can't say from exactly when), there seems to be an off-by-one error in dcc.DatePickerRange. I set max_date_allowed = datetime.today().date(), but in the calendar, yesterday is the maximum date allowed. I see it in my apps, and it is also present in the first example on the DatePickerRange documentation page.
E
This bug is actually caused by #2989, but I'm filing it separately as fixing #2989 may end up being a few days worth of effort while a small workaround to fix this apparently incorrect behavior (that's just a bandaid until the real issue is fixed) would likely only take a couple hours.
What happens here is that a file calls config.get_option on import, causing config files to be parsed, then wh
🐛 Bug
Please reproduce using the BoringModel
Currently, the progress bar doesn't make distinction between running in a real terminal or being piped to logs.
When Lightning run in logs, it produces a prog_bar line for each change.
<img width="1659" alt="Screenshot 2021-03-23 at 09 10 40" src="https://user-images.git
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Mar 20, 2021 - Jupyter Notebook
Not a high-priority at all, but it'd be more sensible for such a tutorial/testing utility corpus to be implemented elsewhere - maybe under /test/ or some other data- or doc- related module – rather than in gensim.models.word2vec.
Originally posted by @gojomo in RaRe-Technologies/gensim#2939 (comment)
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While setting train_parameters to False very often we also may consider disabling dropout/batchnorm, in other words, to run the pretrained model in eval mode.
We've done a little modification to PretrainedTransformerEmbedder that allows providing whether the token embedder should be forced to eval mode during the training phase.
Do you this feature might be handy? Should I open a PR?
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I'm using mxnet to do some work, but there is nothing when I search the mxnet trial and example.
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- Wikipedia
- Wikipedia


(e.g. for links and images), because some of these examples are now being rendered in the docs.
Added by @fchollet in requests for contributions.