Inne wiadomości ze świata #Python: nowy backend #pep517 #scikit-build-core okazuje się psuć #setuptools na jeszcze jeden sposób. Tym razem błąd zauważono przy wykorzystaniu #pdm-backend.
A, fail2ban też psuje. Może to ten sam problem.
scikit-build-core: https://github.com/scikit-build/scikit-build-core/issues/426
fail2ban: https://bugs.gentoo.org/909535
poprzedni bug (psuł rozszerzenia #RustLang): https://github.com/scikit-build/scikit-build-core/issues/413
#rustlang #pdm #setuptools #scikit #pep517 #python
Great presentation about forecasting time series with Scikit-Learn models 🚀 by Javier Escobar Ortiz and Joaquin Amat Rodrigo presented at PyData Madrid 👇🏼
Skforecast docs: https://joaquinamatrodrigo.github.io/skforecast/0.6.0/index.html
Source code: https://github.com/JoaquinAmatRodrigo/skforecast
Thanks Joaquin for sharing! 🙏🏼
#timeseries #forecasting #scikit #python #MachineLearning #DataScience
#DataScience #MachineLearning #Python #scikit #forecasting #timeseries
There's a whole crowd of people out there who need to learn how to do the sklearn.
It's my AI & Machine Learning class.
#python #ai #billieeilish #sklearn #scikit #machinelearning
Un buen #CheatSheet sobre la librería #Pandas de #Python.
:pdf: Descarga el PDF: https://www.webpages.uidaho.edu/~stevel/cheatsheets/Pandas%20DataFrame%20Notes_12pages.pdf
👨🎓 Autor: Mark Graph: https://nitter.it/Mark_Graph
🔗 Web de Pandas: https://pandas.pydata.org/
Otros CheatSheet de Pandas:
:pdf: Python for DataScience: https://www.utc.fr/~jlaforet/Suppl/python-cheatsheets.pdf
:pdf: Data Wrangling (Pandas): https://pandas.pydata.org/Pandas_Cheat_Sheet.pdf
🔗 The Pandas dataframe: https://www.shanelynn.ie/using-pandas-dataframe-creating-editing-viewing-data-in-python/
#Library #Librería #Programación #Divulgación #Formación #DataScience #MatPlotLib #SciKit #SciPy #Numpy #openscience #OpenAccess
#cheatsheet #pandas #python #library #libreria #programacion #divulgacion #formacion #datascience #matplotlib #scikit #scipy #numpy #openscience #openaccess
'HiClass: a Python Library for Local Hierarchical Classification Compatible with Scikit-learn', by Fábio M. Miranda, Niklas Köhnecke, Bernhard Y. Renard.
http://jmlr.org/papers/v24/21-1518.html
#hiclass #hierarchical #scikit
#hiclass #hierarchical #scikit
you know, when you try to run a command on a #docker #container using `docker-compose run` and it fails due to a missing dependency (#scikit-learn) but then works when run from the terminal container? 🤔
#docker #container #scikit #whydididecidetoworkinit #question
My next few days will be trying to figure out how to use #NLTK and #scikit to make sense of average 3-4GB semi garbage data once a day „as real-time as possible“. Let’s see how this goes :) (I know how to use there tools, but the data is so bad even basic grouping is hard) #python
New year offer on Machine Learning with PyTorch and Scikit-Learn book
You can buy it for just $5 (It is 90% of the offer)
https://www.packtpub.com/product/machine-learning-with-pytorch-and-scikit-learn/9781801819312
#MachineLearning #pytorch #scikit #python #ArtificialIntelligence #deeplearning
#machinelearning #pytorch #scikit #python #artificialintelligence #deeplearning
Am I missing something? I am currently trying to compute a Kernel Density Estimator in sky coordinates for some asteroids ... using scikit learn.
Apparently, the Haversine metric expects the latitude as at the first input parameter.
Pro tip: read the documentation. I feel completely dumb after "de-bugging" my code for an hour. #scikit #datascience #machinelearning #Python
#scikit #datascience #MachineLearning #Python
For your #ML needs in Python, I'd recommend following this course on #scikit-learn . Just finished it. Course ends mid-Jan, but based on personal experience, it's doable. Bonus if you like French accents (it is in English though!): https://www.fun-mooc.fr/fr/cours/machine-learning-python-scikit-learn/ #ML
Well the Hough line detection and OCR are going as badly as expected
#python #opencv #scikit #tesseract
#python #opencv #scikit #tesseract
Well the Hough line detection and OCR are going as badly as expected
#python #opencv #scikit #tesseract
#python #opencv #scikit #tesseract
Let's be pragmatic about #OpenScience
If you want to be fully open you need to #OpenSource your code and to maintain it!
Giving requirements or even a #docker image is not enough. Code rots!
(If you want to write tests its even better 😍)
Let's take #scikit-learn as an example. Using Pydeps we can create a map of internal and external dependencies of it. And it's without counting on other dependencies you might have…
#OpenScience #opensource #docker #scikit #ml #ai #science #programming
One of my favorite #scikit-hep #python packages is #vector https://github.com/scikit-hep/vector by @henryiii et.al. Provides #numpy / akward-arrays of 3 & 4-vectors with broadcasted vector methods, including relativistic operations such as #lorentz boosting, as one might now from #ROOT vectors. Such a nice abstraction, writing vector math is as easy as doing it by hand and also runs super fast. Using this package almost feels like cheating. 1/N
#scikit #python #vector #numpy #lorentz #root
One of my favorite #scikit-hep #python packages is #vector https://github.com/scikit-hep/vector by @henriii@fosstodon.org et.al. Provides #numpy / akward-arrays of 3 & 4-vectors with broadcasted vector methods, including relativistic operations such as #lorentz boosting, as one might now from #ROOT vectors. Such a nice abstraction, writing vector math is as easy as doing it by hand and also runs super fast. Using this package almost feels like cheating. 1/N
#scikit #python #vector #numpy #lorentz #root
Un buen #CheatSheet sobre la librería #Pandas de #Python.
👨🎓 Autor: Mark Graph
Otros CheatSheet de Pandas:
#Library #Librería #Programación #Divulgación #Formación #DataScience #MatPlotLib #SciKit #SciPy #Numpy
@academicsunite @academicchatter @phdlife @phdstudents
#cheatsheet #pandas #python #library #Librería #programación #divulgación #formación #datascience #matplotlib #scikit #scipy #numpy
Un buen #CheatSheet sobre la librería #Pandas de #Python.
👨🎓 Autor: Mark Graph
Otros CheatSheet de Pandas:
#Library #Librería #Programación #Divulgación #Formación #DataScience #MatPlotLib #SciKit #SciPy #Numpy
@academicsunite @academicchatter @phdlife @phdstudents
#cheatsheet #pandas #python #library #Librería #programación #divulgación #formación #datascience #matplotlib #scikit #scipy #numpy
Un buen #CheatSheet sobre la librería #Pandas de #Python.
📄 [Descarga el PDF](https://www.webpages.uidaho.edu/~stevel/cheatsheets/Pandas%20DataFrame%20Notes_12pages.pdf)
👨🎓 **Autor:** [Mark Graph](https://nitter.it/Mark_Graph)
🔗 [Web de Pandas](https://pandas.pydata.org/)
**Otros CheatSheet de Pandas:**
- 📄[Python for DataScience](https://www.utc.fr/~jlaforet/Suppl/python-cheatsheets.pdf)
- 📄[Data Wrangling (Pandas)](https://pandas.pydata.org/Pandas_Cheat_Sheet.pdf)
- 🔗[The Pandas dataframe](https://www.shanelynn.ie/using-pandas-dataframe-creating-editing-viewing-data-in-python/)
#Library #Librería #Programación #Divulgación #Formación #DataScience #MatPlotLib #SciKit #SciPy #Numpy
@academicsunite @academicchatter @phdlife @phdstudents
#cheatsheet #pandas #python #library #Librería #programación #divulgación #formación #datascience #matplotlib #scikit #scipy #numpy
Interested in packaging your C/C++ Python extension simple, standard way? Join us for the first scikit-build community meeting Nov. 18th, at 12:00 PM EST. https://meet.google.com/dvx-jkai-xhq
I will be discussing my work on the next-gen PEP-centered scikit-build-core! #python #scikit-build #cmake
What's the state of GP regression in #scikit-learn these days? I'd like to fit a series of curves with a prior that favours sigmoid shaped functions. Doable? @dan_p_simpson ? Buehler?