Building Interactive Applications and Dashboards in the Jupyter Notebook

Подписаться 196 тыс.

Просмотров 142 тыс.

50% 1

Romain Menegaux (Bloomberg LP), Chakri Cherukuri (Bloomberg LP) demonstrate how to develop advanced applications and dashboards using open source projects, illustrated with examples in machine learning, finance, and neuroscience.
Subscribe to O'Reilly on RU-vid: goo.gl/n3QSYi
Follow O'Reilly on:
Twitter: / oreillymedia
Facebook: / oreilly
Instagram: / oreillymedia
LinkedIn: / 8459

Опубликовано:

4 окт 2024

Ссылка:

Скачать:

Готовим ссылку...

Добавить в:

Мой плейлист

Посмотреть позже

Комментарии : 58

@alchemication 6 лет назад

Dark Notebook theme looks and scales great. Would be nice to share it with the rest of the world ;-)

@Wouterdobbels 6 лет назад

Just google jupyter-themes (it's an open source project on github). There's a few dark themes in there that look like this one. I use onedork, which looks close to the one the speakers use but it's not exactly the same.

@alchemication 6 лет назад

Hello! Thanks for the suggestion. I am using jupyter-themes alright. It's just the ones I've used don't scale well and good look in presenting to execs using them... Still, they are much better than the default theme ;-)

@MouldyCheesePie 4 года назад

@@Wouterdobbels JupterLabs seems to have everything that JupyterNotebook does, and it has an in build dark theme

@grigoriitarasov3992 4 года назад

jupyterlabs authors are not going to support full ipython: github.com/jupyterlab/jupyterlab/issues/8415#issuecomment-627526479 and not going to support full js: github.com/jupyterlab/jupyterlab/issues/3748#issuecomment-390523455

@chakricherukuri3450 4 года назад

JupyterLab has black theme for ipywidgets and bqplot. You can use voila and add a jupyter_config.json file with theme set to dark. Checkout his mybinder link: mybinder.org/v2/gh/ChakriCherukuri/mlviz/master?urlpath=voila%2Frender%2FIndex.ipynb

@senthilramalingam9500 6 лет назад

Awesome and it stimulates many visualization ideas. Thanks for the presentation.

@ranjeetrathaur9378 3 года назад

Amazing explanation about that project .it's more helpful for everyone.Thanks!!

@carlossegura403 5 лет назад

this is awesome!! installed the package right as soon as I saw the slider alone :D

@shankariyer8493 6 лет назад

The combined plotting part is well explained @ 9:10- 11:40. Where can one find similar scripts for this

@MIncredible 5 лет назад

Very interesting library. Are any of the ipynb files shared? Where can I access them?

@slawomirgontarek4213 6 лет назад

Hello, Great learning material. Is there any code on this GitHub or other place training available? If so, please to send the link. Without seeing this code, it is difficult to understand the entire lecture. Thank you in advance for the information. I am waiting on answer

@chakricherukuri3450 6 лет назад

@Slawomir Unfortunately the notebooks are Bloomberg proprietary. Please look at the examples folder in bqplot on github.

@chakricherukuri3450 4 года назад

@barbaraott407 3 года назад

5:08 widget libraries, 8:06 - 9:08😎

@thelastoption4229 5 лет назад

Hello, Great learning material. Is there any code on this GitHub or other place training available? If so, please help me

@chakricherukuri3450 4 года назад

@sudhan you can checkout github.com/ChakriCherukuri/mlviz and github.com/ChakriCherukuri/toronto-ml-summit for some examples of bqplot dashboards

@weihai1shen743 4 года назад

Great visualization techniques

@christianpetrozza2681 3 года назад

Does anyone else have the problem where the line 'from bqpwidgets import DataGrid' gives the error 'No Module named bqwidgets'

@dompatrick8114 3 года назад

Does anyone have the source code for this?

@MarkJay 4 года назад

How u get the dark theme applied to the widgets?

@chakricherukuri3450 4 года назад

@Mark you can use voila dashboards using dark theme. Checkout my repo of ML notebooks github.com/ChakriCherukuri/mlviz. You need to provide jupyter_config.json and set the theme to dark. The mybinder link to voila dashboards is mybinder.org/v2/gh/ChakriCherukuri/mlviz/master?urlpath=voila%2Frender%2FIndex.ipynb

@TheEverydayAnalyst 4 года назад

How can we showcase this to the world? Instead of hiding them in jupyter notebooks. Do we need web framework like tkinter or django? Are your dashboards live anywhere?

@chakricherukuri3450 4 года назад

@Abhishek you can use voila to render these visualizations as codeless dashboards. Checkout mybinder.org/v2/gh/ChakriCherukuri/mlviz/master?urlpath=voila%2Frender%2FIndex.ipynb where I render widgets running in Jupyter notebooks as voila dashboards.

@yunfeilong551 5 лет назад

Hi, the button to make single cell into full-screen looks very useful. How can I do that in Jupyterlab? Thanks for help!

@chakricherukuri3450 5 лет назад

@Yunfei, sorry it's not available right now. But we'll try to add it to Jupyterlab soon

@alfcnz 5 лет назад

@@chakricherukuri3450 that would be very nice. For the moment one can install github.com/scottlittle/expand-cell-fullscreen

@nutelina 3 года назад

11:12 Py3.js still relevant today?

@xuantungnguyen9719 5 лет назад

So cool!

@absar66 6 лет назад

Chakri....great presentation and great work done ...wish the notebooks could be shared..but alas...it’s proprietary...

@chakricherukuri3450 6 лет назад

Thanks Absar. Yes unfortunately the notebooks are proprietary. Please check out github.com/ChakriCherukuri/mlviz. It's a repo where I maintain visualizations of ML algos. There are good examples there as to how to link widgets and build simple dashboards. I plan to add more examples and improve the documentation.

@absar66 6 лет назад

Many thanks Chakri..

@PechiMuthu77 5 лет назад

Notebook link ??

@chakricherukuri3450 4 года назад

@Pechi you can checkout github.com/ChakriCherukuri/mlviz and github.com/ChakriCherukuri/toronto-ml-summit for some examples of bqplot dashboards

@JatinChauhanJoy 4 года назад

Can anyone drop the link for the Jupyter Notebook that he is using?

@chakricherukuri3450 4 года назад

@Jatin you can checkout github.com/ChakriCherukuri/mlviz and github.com/ChakriCherukuri/toronto-ml-summit for some examples of bqplot dashboards

@nikhitha8856 5 лет назад

Can u help me in use case solving

@dmitrybe8507 6 лет назад

Hi everyone! Tell me please what dark theme used in this video? And how I can install the same theme and font of Notebook?

@charliewest2141 5 лет назад

github.com/dunovank/jupyter-themes all you need to know is here

@chakricherukuri3450 4 года назад

@@charliewest2141 Thanks. Also for widget (ipywidgets/bqplot) dark themes you can use voila and add a jupyter_config.json with theme set to dark.

@frangonve 3 года назад

That laptop has seen better times!

@siphiwengwenya252 4 года назад

does anyone have the code to the notebook?

@chakricherukuri3450 4 года назад

Some ML examples can be found in my repo github.com/ChakriCherukuri/mlviz.

@hamids4550 6 лет назад

does anybody know where to learn to create these widgets? i love to learn and make thse but they are too complex for me to figure it out on my own :(

@oreilly 6 лет назад

Hey Hamid! Are you already a Safari member? There's a Learning Path for Jupyter Notebook here: www.safaribooksonline.com/library/view/learning-path-jupyter/9781788394918/

@zhiruiwang5930 6 лет назад

Does anybody know how to find the notebook the speakers use in the video? Thanks!

@chakricherukuri3450 6 лет назад

@Zhirui Unfortunately these notebooks are Bloomberg proprietary, so cannot be shared

@lawofearth 6 лет назад

Can you suggest the list of library you use for those?

@roko2406 6 лет назад

@Chakri Thanks for the very good and interesting presentation! Could you tell me which extension you use to maximize the output cells (the icon with the double-arrow)?

@chakricherukuri3450 4 года назад

You can use voila to render as code less, full size dashboards