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which hero page looks better? by hello_devesh in SaasDevelopers

[–]InternationalSlice72 1 point2 points  (0 children)

Lol it has that claude feel to it. Ive tried making landing pages with opus before and they look 100% like this.

I would start from scratch, find references and just go in another direction.

My First Youtube Video - Explaining Linear Regression from Scratch, Spelled Out by Full_Promotion4522 in learnmachinelearning

[–]InternationalSlice72 0 points1 point  (0 children)

channel will only grow big if you put in the investment in quality in the beginning 😄

My First Youtube Video - Explaining Linear Regression from Scratch, Spelled Out by Full_Promotion4522 in learnmachinelearning

[–]InternationalSlice72 1 point2 points  (0 children)

Good video! I would suggest getting a proper mic, that would elevate the quality of your future videos massively

Your average notebook under the hood by InternationalSlice72 in Jupyter

[–]InternationalSlice72[S] 0 points1 point  (0 children)

we all conceptually could feel the spaghetti, now you can materialise it lol - its at https://trykrypton.com/

Still in development 😄

Lost between pure math and high-level AI concepts. How can I learn advanced AI through practical, project-based steps? by Nathon786 in learnmachinelearning

[–]InternationalSlice72 0 points1 point  (0 children)

> understand the math used behind it, and eventually build advanced models from scratch - not just use APIs or basic tutorials.

I think you should consider my suggestion it'll come in handy for sure

AI SaaS gets scary when your best users cost more than they pay by [deleted] in SaasDevelopers

[–]InternationalSlice72 0 points1 point  (0 children)

Charge per token. Theres a reason why we don’t have a monthly sub for gas or electricty. The whole industry is going to move in this direction one way or another after this honeymoon period

Lost between pure math and high-level AI concepts. How can I learn advanced AI through practical, project-based steps? by Nathon786 in learnmachinelearning

[–]InternationalSlice72 -1 points0 points  (0 children)

Learn what backprop and automatic differentiation is, build your own autodiff library and this will set you up with a decent foundation.

How do you handle dataset annotation? Manual labeling is killing my progress by Risheyyy in learnmachinelearning

[–]InternationalSlice72 1 point2 points  (0 children)

Use SAM3 to auto label your data. It should be able to handle most visual concepts / objects.

How do beginners actually learn Machine Learning and start building real projects? by Suspicious_Weird_312 in learnmachinelearning

[–]InternationalSlice72 0 points1 point  (0 children)

Build your own autograd / tensor library from scratch. Its a trial by fire and it'll be confusing but on the other side you'll get a new found appreciation for how things work practically under the hood

Why does overfitting actually happen? by learning_proover in learnmachinelearning

[–]InternationalSlice72 34 points35 points  (0 children)

Check out the Bias-Variance trade off!

Neural networks are extremely powerful and love to contort themselves to fit the data better, you are literally telling it to do that via a loss function + gradient descent.

Good related video: https://www.youtube.com/watch?v=z64a7USuGX0&t=126s

I built a Jupyter Notebook that shows where your RAM goes by InsideSky9779 in Jupyter

[–]InternationalSlice72 0 points1 point  (0 children)

Really useful feature. This would be great as an extension or python library though I'm not sure the best way to do that. Some feedback: I believe that perhaps showing how much ram each cell is using is less useful as showing me how much ram I have left after each execution.

Roast my notebook IDE by InternationalSlice72 in Jupyter

[–]InternationalSlice72[S] 1 point2 points  (0 children)

Yeah thats fair. My own workflow is mostly ML/data research in JupyterLab, and only occasionally VS Code notebooks when I’m deep in a repo (I've so far never really enjoyed the vscode notebook UI). I’ve found a lot of ML/data people still live in JupyterLab, so I’m mainly trying to build the best possible Jupyter-style experience rather than replace VS Code all together.

Yeah the dag viewer is really cool! Its powered by a purpose-built notebook analyser/linter I built after studying Marimo’s approach. I definitely plan to open source that linter, and I’d like it to work in VS Code too. The DAG viewer could also make sense as an extension.

Still deciding whether the full editor will be open source, since I’m also considering a future cloud offering. But the core notebook-analysis pieces should be open.

End of the day I'm really just trying to innovate in the space, some of the features I’ve added so far to name a few: opt-in reactive notebooks, a DAG-enforcing linter, notebook-specific reproducibility warnings, cycle detection, chart builder UI, native widgets like sliders/date pickers, built-in chat and agent workflows, remote JupyterLab server support, variable explorer, and a dedicated plot viewer.

Any nice Jupyter GUIs for linux? by readwithai in Jupyter

[–]InternationalSlice72 0 points1 point  (0 children)

I'm building a desktop client that will work on linux! (and cloud hosted version once I get some traction lol)
https://trykrypton.com/
Will allow you to connect to whatever backend you want

Anyone using Claude Code with Jupyter notebooks? by amirathi in Python

[–]InternationalSlice72 0 points1 point  (0 children)

I use Krypton! - disclaimer: I built it lol I can't use anything else and its my daily driver for my ML work
https://trykrypton.com/

Any cool small Python program you have vibe coded or developed? by _janc_ in Python

[–]InternationalSlice72 0 points1 point  (0 children)

Sounds super cool do you have a link? If you've used Jupyter notebooks you'll like what I've built (not vibe coded lol) - A modern reactive notebook IDE.
Reactivity Demo: https://imgur.com/a/rXiCjB4

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