Hardik
@hardikvala.com
founder @ qaggle.com, one over one
prev: yc s23, ml eng @ google, apple
i dont endorse anything I say
prev: yc s23, ml eng @ google, apple
i dont endorse anything I say
man, the #claude ux is not friendly to mcp connectors serving images. my bit.ly/tensordiagram mcp server can add tensor visuals to help with deep learning explainers, but the end ux here is not seamless...
November 29, 2025 at 8:43 PM
man, the #claude ux is not friendly to mcp connectors serving images. my bit.ly/tensordiagram mcp server can add tensor visuals to help with deep learning explainers, but the end ux here is not seamless...
nobody asked for somebody to create a a visual explainer for torch.linspace. I did it anyways. #TensorViz
November 28, 2025 at 4:00 PM
nobody asked for somebody to create a a visual explainer for torch.linspace. I did it anyways. #TensorViz
burned too many tokens to get CC to draw a tensor with thanksgiving colors using bit.ly/tensordiagram
November 27, 2025 at 3:30 PM
burned too many tokens to get CC to draw a tensor with thanksgiving colors using bit.ly/tensordiagram
I came across this meme over a year ago, and it still makes me laugh.
November 26, 2025 at 7:08 PM
I came across this meme over a year ago, and it still makes me laugh.
Got addicted to @srushnlp.bsky.social 's Tensor Puzzles, so I wrote a sequel with more puzzles: github.com/hardik-vala/.... Example:
November 25, 2025 at 6:27 PM
Got addicted to @srushnlp.bsky.social 's Tensor Puzzles, so I wrote a sequel with more puzzles: github.com/hardik-vala/.... Example:
using None as an index value for torch tensors adds a new dim. ludicrously simple when visualized.
November 21, 2025 at 2:03 PM
using None as an index value for torch tensors adds a new dim. ludicrously simple when visualized.
finally made sense of all the ways you can index tensors in pytorch / numpy #TensorViz
November 20, 2025 at 1:00 PM
finally made sense of all the ways you can index tensors in pytorch / numpy #TensorViz
Creating these visuals is addictive, but getting out of hand. Had to see the difference between torch chunk and unbind, but this visual doesn't need to exist. #TensorViz
November 13, 2025 at 7:30 PM
Creating these visuals is addictive, but getting out of hand. Had to see the difference between torch chunk and unbind, but this visual doesn't need to exist. #TensorViz
Not my best work. Created a visual of torch's transpose op over 3d tensors, but I don't know if the random coloring is instructive or confusing. #TensorViz
November 12, 2025 at 8:27 PM
Not my best work. Created a visual of torch's transpose op over 3d tensors, but I don't know if the random coloring is instructive or confusing. #TensorViz
TIL `tensor[None]` is just a shorthand for `tensor.unsqueeze( 0)` in torch.
November 12, 2025 at 2:44 AM
TIL `tensor[None]` is just a shorthand for `tensor.unsqueeze( 0)` in torch.
seriously!? every time i open the app
November 11, 2025 at 7:42 PM
seriously!? every time i open the app
Visual explainer for the pytorch op, `torch.unbind` #TensorViz
November 10, 2025 at 7:38 PM
Visual explainer for the pytorch op, `torch.unbind` #TensorViz
From Seth Godin's book, The Dip.
November 9, 2025 at 11:36 PM
From Seth Godin's book, The Dip.
Finished the visual explainer for the torch op, `chunk`. #TensorViz
November 7, 2025 at 8:22 PM
Finished the visual explainer for the torch op, `chunk`. #TensorViz
Started a visual explainer for the torch op, `chunk`. The full explainer will have different arg combinations for no. of chunks and dim.
November 6, 2025 at 11:19 PM
Started a visual explainer for the torch op, `chunk`. The full explainer will have different arg combinations for no. of chunks and dim.
November 5, 2025 at 10:35 PM
whytorch.org is quietly addictive. It's been fun playing with pytorch tensors in a visual format. Not affiliated with the project. Just a fan.
November 5, 2025 at 9:11 PM
whytorch.org is quietly addictive. It's been fun playing with pytorch tensors in a visual format. Not affiliated with the project. Just a fan.
November 2, 2025 at 7:46 PM
Any time you see t[:, None] on a 1d tensor, it's just transpose #TensorViz
November 2, 2025 at 12:04 AM
Any time you see t[:, None] on a 1d tensor, it's just transpose #TensorViz
October 31, 2025 at 8:22 PM
Fed up with trying to imagine chains of tensor transformations in my head, wrote a library to relieve my pain: github.com/hardik-vala/.... Lets you visualize torch, jax, tf, numpy tensors in notebooks and other python contexts, for understanding and debugging. Enjoy.
October 30, 2025 at 5:51 PM
Fed up with trying to imagine chains of tensor transformations in my head, wrote a library to relieve my pain: github.com/hardik-vala/.... Lets you visualize torch, jax, tf, numpy tensors in notebooks and other python contexts, for understanding and debugging. Enjoy.
is playground mode a new feature in colab? liking it for messing around with a notebook you authored that's also shared
October 29, 2025 at 5:49 PM
is playground mode a new feature in colab? liking it for messing around with a notebook you authored that's also shared
When you create a typo in the process of fixing one. Entropy refuses to go down.
October 28, 2025 at 9:07 PM
When you create a typo in the process of fixing one. Entropy refuses to go down.
• 𝗚𝗿𝗮𝗱𝗶𝗲𝗻𝘁-𝗳𝗿𝗲𝗲 𝗹𝗲𝗮𝗿𝗻𝗶𝗻𝗴: Emerging approaches to learning that are real-time and efficient, that don't require gradient updates. Things like model merging, context priming, etc. Nothing new but love the term from Sara Hooker's talk.
Thanks to the Flower team for organizing!
Thanks to the Flower team for organizing!
October 2, 2025 at 11:26 PM
• 𝗚𝗿𝗮𝗱𝗶𝗲𝗻𝘁-𝗳𝗿𝗲𝗲 𝗹𝗲𝗮𝗿𝗻𝗶𝗻𝗴: Emerging approaches to learning that are real-time and efficient, that don't require gradient updates. Things like model merging, context priming, etc. Nothing new but love the term from Sara Hooker's talk.
Thanks to the Flower team for organizing!
Thanks to the Flower team for organizing!