CSPythonForScience

CSPythonForScience

Hello and welcome to CSPythonForScience. In this channel will show you some projects I'm working on. Hopefully some of this videos will be useful to you and help fill any voids you have in your python science stack journey.

Пікірлер

  • @ralphlagos4210
    @ralphlagos42104 сағат бұрын

    Loving this tutorial!

  • @ralphlagos4210
    @ralphlagos421013 сағат бұрын

    Love this series!

  • @cspythonforscience
    @cspythonforscience6 сағат бұрын

    Thank you!

  • @iwswordpress
    @iwswordpress8 күн бұрын

    Really good - been following. Will code for this video be uploaded?

  • @cspythonforscience
    @cspythonforscience8 күн бұрын

    Yes! Sorry I forgot, I will upload when I get back home today. I currently am a bit ahead of this video on my codebase, but you can go through the git history to get back to the code at this point of the series.

  • @cspythonforscience
    @cspythonforscience7 күн бұрын

    Github updated. github.com/acswindle/simple_social

  • @mr.daniish
    @mr.daniish13 күн бұрын

    loving this series! please keep it coming.

  • @cspythonforscience
    @cspythonforscience13 күн бұрын

    Glad you have enjoyed it, hoping to post part 5 soon!

  • @second1799
    @second179921 күн бұрын

    I enjoyed it. Keep it up brother!

  • @cspythonforscience
    @cspythonforscience21 күн бұрын

    Glad you enjoyed it, thank you!

  • @swoopsavvy7560
    @swoopsavvy756022 күн бұрын

    Again great tutorial. I'll keep coming back!

  • @cspythonforscience
    @cspythonforscience22 күн бұрын

    Thank you for the kind words. I hope to have part four uploaded soon

  • @swoopsavvy7560
    @swoopsavvy756022 күн бұрын

    Good job! Clear explanation and the right pace!

  • @swoopsavvy7560
    @swoopsavvy756022 күн бұрын

    Very good tutorial. Great!

  • @2v4vendetta
    @2v4vendetta27 күн бұрын

    one of the best and most well-paced videos I've ever seen on the topic. Please post more often!

  • @cspythonforscience
    @cspythonforscience27 күн бұрын

    Thank you for the kind words! I hope to have part 3 uploaded within the next few days

  • @aleksdizhe
    @aleksdizhe28 күн бұрын

    Well, when is the part 3? :))

  • @cspythonforscience
    @cspythonforscience27 күн бұрын

    Soon!

  • @aleksdizhe
    @aleksdizhe28 күн бұрын

    When will part 2 be? :)

  • @cspythonforscience
    @cspythonforscience28 күн бұрын

    Part 2 is out! Full Stack Python FastAPI HTMX SQLite Part 2 kzread.info/dash/bejne/oXytlruefdOcitI.html Sorry still a KZread noobie, I will try to add a card and link it to this video when I get home

  • @aleksdizhe
    @aleksdizhe28 күн бұрын

    @@cspythonforscience thx!

  • @Sankhyan00
    @Sankhyan008 ай бұрын

    You can't understand!. I really mean (thankyou).

  • @hu5116
    @hu5116 Жыл бұрын

    I love that you showed a example of RBF interpolation! Bravo! But you gave me yet another example of why I HATE Python! I could’ve done the same thing in half as many lines with Matlab (Octave if you are poor or cheap), and a human could actually read it and understand what was going on. But nonetheless thanks for the example! Oh, also turn up your volume! I could only barely hear you! That made the video actually a bit painful😢

  • @damiangames1204
    @damiangames1204 Жыл бұрын

    useful, thank you

  • @jparks6544
    @jparks6544 Жыл бұрын

    this does not make sense at all. the voiceover doesn't match what is being typed.

  • @mberoakoko24
    @mberoakoko24 Жыл бұрын

    This is amazing

  • @richardgillies8794
    @richardgillies8794 Жыл бұрын

    Thank you for sharing this. I was able to follow well but I got confused near the end. The plot_interp function contains the line y = func(data) and func contains the function that generated the data. To me it looks like there is no interpolation happening. Instead, the 'target' function is being used to generate more data.

  • @ayomideosetoba5765
    @ayomideosetoba5765 Жыл бұрын

    The 'func' has been passed as an argument in the plot_interp function. RBF 'interp' was then called into the plot_interp function in the last cell.

  • @ajaisingh9129
    @ajaisingh9129 Жыл бұрын

    Will this code work with multi-dimensional data?

  • @cspythonforscience
    @cspythonforscience Жыл бұрын

    No this is only for one dimensional data. However I do have another video with this same algorithm in multidimensional space

  • @suparki123
    @suparki1232 жыл бұрын

    Nice video! Could you please post the code as a link in the description? Much appreciated!

  • @chonky_ollie
    @chonky_ollie2 жыл бұрын

    You are a legend. Thank you!

  • @mohamedamineelmaaoui9026
    @mohamedamineelmaaoui90262 жыл бұрын

    I'm using pycharm and following along, interpreter didn't give me any issues but I can't see anything, turns out I need to add a plt.show() after plotting, hope this helps anyone else .

  • @rupeshnaik7626
    @rupeshnaik76262 жыл бұрын

    YOUR VOICE IS TOO LOW.

  • @brianmunson4861
    @brianmunson48612 жыл бұрын

    Can you explain the ensue portion around 6:36 of the video? Awesome tutorial by the way

  • @cspythonforscience
    @cspythonforscience2 жыл бұрын

    Are you talking about the einsum method?

  • @brianmunson4861
    @brianmunson48612 жыл бұрын

    @@cspythonforscience Yes, I would like an explanation of the selection of the unit vectors used and why. The data set I am trying to apply this to is a 2d numpy array (256,256). It seems that either my data needs to be restructured, or the functions need to be altered. Thank you for your time

  • @cspythonforscience
    @cspythonforscience2 жыл бұрын

    @@brianmunson4861 Ok I will try to upload a new video soon talking about it, hopefully within the next week. Here is the article I read that really explained how to do einsum, at least for me. rockt.github.io/2018/04/30/einsum It makes doing dot products, transpositions, and summations with higher dimensional array much easier. Thank you for the kind words!

  • @brainlink_
    @brainlink_2 жыл бұрын

    PER ITALIANI: Ho realizzato una playlist sulle reti RBF! :) quì -> kzread.info/dash/bejne/mJd23I9sfsbOc6w.html

  • @marelyruiz1321
    @marelyruiz13212 жыл бұрын

    Hi! I like the video, but the sound is to low, is there a way to raise the volume? (my laptop was at 100, I had to connect a radio to be able to listen > . < )

  • @cspythonforscience
    @cspythonforscience2 жыл бұрын

    Yes the settings were wrong on my laptop. I recently figured out how to change the mic sensitivity settings so it should work better in future uploads. I don't think I can fix the existing videos, sorry about that.

  • @amremad4801
    @amremad48012 жыл бұрын

    Great explanation!

  • @cspythonforscience
    @cspythonforscience2 жыл бұрын

    Thank you!

  • @kevinvigi9791
    @kevinvigi97912 жыл бұрын

    how did u chose epsilon as 2? how do u choose epsilon

  • @cspythonforscience
    @cspythonforscience2 жыл бұрын

    If you have the function you are interpolating, you could take a samples from it at a smaller interval than what you constructed the interpolation with. Then you can build a metric, such as residual squares for multiple epsilon values. Then choose the epsilon that minimizes the error. That's what I would do. I might research the topic more and post a video. Hope this helps

  • @snesh93
    @snesh932 жыл бұрын

    Can you provide more insight on the probability plot. I kinda felt it was a bit quick and couldnt apprehend it fully.

  • @cspythonforscience
    @cspythonforscience2 жыл бұрын

    Yes sorry I sort of went though it fast or otherwise the video was going to be really long. For contour plots I recommend checking this link out. It is where I learned how to make these plots. Hope this helps! jakevdp.github.io/PythonDataScienceHandbook/04.04-density-and-contour-plots.html