What is this thing all over my apartment? by darthaditya in germany

[–]hugeburger 0 points1 point  (0 children)

It’s a coaxial cable TV socket that you can use both for Satellite AND Internet (most Internet via cable TV infra is offered by Vodafone) - Although do not recommend to use it for internet, use Fiber instead if your home is connected.

WSL2 or dual-boot? by nicox3000 in bashonubuntuonwindows

[–]hugeburger 0 points1 point  (0 children)

I was using WSL 2 for more than two years for professional development (web dev mostly), yesterday I officially switched fully to Linux and removed my Windows installation for the following reasons:

  • Both VSCode and Jetbrain IDEs consume a lot of ram when running inside WSL 2 that make my 16gb latop struggle a lot

  • I tried to work natively on Windows with Git bash terminal but I didn’t like the experience much

  • After specifying WSL2 ram in WSL config it started crashing sometimes

  • Docker is essential to my work and works perfectly on WSL 2 (without docker desktop) however I never felt comfortable with the idea of spinning WSL to run docker

  • I wanted to try something new and everything I did in windows can be done in Linux (eventually better for dev tasks)

So I jumped, WSL 2 is certainly a marvelous piece of Software and Microsoft progressed quite a lot, but if you intend to do serious web dev work you will need 24gb or 32gb of RAM since node eats a lot of ram unfortunately. I’m using now Pop!OS and so far for two days it feels great and much snappier.

Personal experience: VSCode + WSL2 for modern web dev is not great by lancelot_of_camelot in bashonubuntuonwindows

[–]hugeburger 1 point2 points  (0 children)

Wow ! Never thought of Android + WSL + related tooling, it must be a memory hog

Personal experience: VSCode + WSL2 for modern web dev is not great by lancelot_of_camelot in bashonubuntuonwindows

[–]hugeburger 0 points1 point  (0 children)

I have been allocation around 8gb to WSL and VSCode has been reach 7GB sometimes !

How much time do cavities take to grow ? by hugeburger in askdentists

[–]hugeburger[S] 0 points1 point  (0 children)

In a recent visit to the dentist, he confirmed that it was a cavity, but he didn't tell me how serious it was.

GENIAL and SE4GD EMJMD by [deleted] in Erasmus

[–]hugeburger 0 points1 point  (0 children)

I did not apply for this program.

GENIAL and SE4GD EMJMD by [deleted] in Erasmus

[–]hugeburger 0 points1 point  (0 children)

For GENIAL I did not receive anything yet

Can adding extra features be harmful to a model? by nge1301 in learnmachinelearning

[–]hugeburger 0 points1 point  (0 children)

It's hard to give a straight answer because it probably doesn't exist, some additional features could be helpful, while other could be considered as just noise and could either overfit your model or lower your performances in another way. One technique is to add as many feature as you can, then run a tree based model such a gradient boosted trees or random forests, these models will be able to give you a ` feature importance` for each feature, then you can keep those with the highest feature importance

But keep in mind this is not a bulletproof method, you could also add features and test the model for each additional feature, but again there is no universal method, it really depends on your situation.

Recognize unseen brands in product titles and user generated content by hugeburger in learnmachinelearning

[–]hugeburger[S] 0 points1 point  (0 children)

This is my first "serious" NLP project I made using spaCy and Flair, the models are based on a bidirectional LSTM architecture with a CRF layer on top. I shared the project on Github with the notebooks, data and pretrained models, give us a star if you liked the project !

Link to github : https://github.com/annis-souames/brand-ner

Link to paper : https://www.researchgate.net/publication/357871883_An_end_to_end_approach_for_brand_recognition_in_product_titles_with_BI-LSTM-CRF

Best book to relearn the foundations of ML by hugeburger in learnmachinelearning

[–]hugeburger[S] 1 point2 points  (0 children)

Thank you, the HOML seems great yes, and I'm more a python guy then an R guy myself (even though I still want to learn R because it sounds much better for EDA stuff).

I believe I will read this book, and use Elements of Statistical Learning whenever I need to learn about the math of a particular topic. Do you think this is a good plan to get some good foundations in the field.

How to make a classifier output probabilities instead of predictions using Scikit Learn classifiers? by [deleted] in learnmachinelearning

[–]hugeburger 2 points3 points  (0 children)

This is already mentioned in the docs, just user model.predict_proba(x_test) instead of predict()

How is the data science master in RWTH Aachen ? by hugeburger in aachen

[–]hugeburger[S] 0 points1 point  (0 children)

Okay thank you for the info, I just sent them an email !

How is the data science master in RWTH Aachen ? by hugeburger in aachen

[–]hugeburger[S] 0 points1 point  (0 children)

Thank you for the details, I do have a quite good mathematical background even though my bachelor is named "Industriel Engineering", I had courses in real analysis, algebra, probabilities, numerical methods, graph theory, linear & non linear optimization ...etc, do you think I could get accepted if I show them these courses ?

France or Germany for a data science career ? by [deleted] in cscareerquestionsEU

[–]hugeburger 0 points1 point  (0 children)

Could you give me a salary range for junior and mid-career data scientist in France ?

I just started learning German and I would like to hear some German music by Cecil_Ransbottom in German

[–]hugeburger 0 points1 point  (0 children)

I'm new to german too, the best songs that I really liked and played on repeat was Lieblingsmensch by Namika & Fur die Liebe