dfdx
vimspector
dfdx | vimspector | |
---|---|---|
22 | 100 | |
1,611 | 4,020 | |
- | - | |
8.7 | 8.0 | |
2 months ago | about 1 month ago | |
Rust | Vim Script | |
GNU General Public License v3.0 or later | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
dfdx
- Shape Typing in Python
-
Candle: Torch Replacement in Rust
I keep checking the progress on dfdx for this reason. It does what I (and, I assume from context, you) want: Provides static checking of tensor shapes. Which is fantastic. Not quite as much inference as I'd like but I love getting compile-time errors that I forgot to transpose before a matmul.
It depends on the generic_const_exprs feature which is still, to quote, "highly experimental":
https://github.com/rust-lang/rust/issues/76560
Definitely not for production use, but it gives a flavor for where things can head in the medium term, and it's .. it's nice. You could imagine future type support allowing even more inference for some intermediate shapes, of course, but even what it has now is really nice. Like this cute little convnet example:
https://github.com/coreylowman/dfdx/blob/main/examples/night...
- Dfdx: Shape Checked Deep Learning in Rust
- Are there some machine or deep learning crates on Rust?
-
[Discussion] What crates would you like to see?
And for transformers, it's really early days for dfdx, but it's a library that aims to sit basically at the Pytorch level of abstraction, that the difference is it's not just coded in Rust, but it follows the Rust-y/functional-y philosophy of "if it compiles it runs".
-
rapl: Rank Polymorphic array library for Rust.
Wow that is super interesting. I actually tried to use GATs at first to be generic over shapes, but I couldn't do it, I'm sure it would be possible in the future though. There is this library dfdx that does something similar to what you mentioned, but it feels a little clumsy to me.
-
Announcing cudarc and fully GPU accelerated dfdx: ergonomic deep learning ENTIRELY in rust, now with CUDA support and tensors with mixed compile and runtime dimensions!
Awesome, I added an issue here https://github.com/coreylowman/dfdx/issues/597. We can discuss more there! The first step will just be adding the device and implementing tensor creation methods for it.
-
In which circumstances is C++ better than Rust?
The next release of dfdx includes a CUDA device and implements many ops. The same dev created a new crate, cudarc, for a wrapper around CUDA toolkit.
- This year I tried solving AoC using Rust, here are my impressions coming from Python!
-
Deep Learning in Rust: Burn 0.4.0 released and plans for 2023
A question I have is: what are the philosophical/design differences with dfdx? As someone who's played around with dfdx and only skimmed the README of burn, it seems like dfdx leans into Rust's type system/type inference for compile time checking of as much as is possible to check at compile time. I wonder if you've gotten a chance to look at dfdx and would like to outline what you think the differences are. Thanks!
vimspector
-
I can't stand using VSCode so I wrote my own (it wasn't easy)
There are DAP extensions for both Vim (e.g. https://github.com/puremourning/vimspector) and NeoVim (https://github.com/mfussenegger/nvim-dap). I can't speak as to the experience in detail (I think I briefly played with nvim-dap a year or two ago), but I suspect that for most it will be good enough.
- Shape Typing in Python
-
Certain Mapping only when another command was called earlier (lua)
I struggle a bit to put what i want into words but i still try my best.So i got some plugins likehttps://github.com/sindrets/diffview.nvimhttps://github.com/harrisoncramer/gitlab.nvimhttps://github.com/puremourning/vimspectorand so on (but those are the one which i need that "feature" the most).
-
Vimspector – the Vim debugger rules all
The actual title is "Vimspector - A multi-language debugging plugin for Vim".
It is a UI around DAP: https://github.com/puremourning/vimspector#what-vimspector-i...
-
How to configure vim like an IDE
vimspector
-
I like Tabasco.
I do think VSCode is a great tool and I recommend it frequently to people, but I still want to set the record straight here. Yes, vim is obviously limited in the sense that as a CLI app it doesn't draw it's own PDF or HTML windows, that's fair. But it can remote control your favorite PDF viewer or browser for roughly the same functionality. I'm currently writing my thesis using vimtex and it's quite smooth. And all the other stuff you mention is implemented quite competently by various plugins like vim-fugitive, coc.nvim, vimspector and copilot.vim.
-
Rust, RR, Neovim: A perfect debug combination
You could try vimspector. It's main target is vim and not neovim.
https://github.com/puremourning/vimspector/
-
Vim or Emacs for C++ Coding?
I use vim for C++ coding, however it is a bit difficult to set up to make it productive. I use YouCompleteMe [0] for autocompletion, Vimspector [1] with the C++ plugin for debugging, ALE [2] for linting, along with a few other general plugins (such as NerdTREE for file view).
[0] https://github.com/ycm-core/YouCompleteMe
[1] https://github.com/puremourning/vimspector
[2] https://github.com/dense-analysis/ale
-
My office wants everyone to use vim as the only editor. Has this happened to anyone else?
For debugging normally I'd throw a breakpoint() and then have it launch pdb in a terminal from within nvim, but vimspector also exists if you'd rather.
What are some alternatives?
burn - Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals. [Moved to: https://github.com/Tracel-AI/burn]
nvim-dap - Debug Adapter Protocol client implementation for Neovim
burn - Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.
nvim-gdb - Neovim thin wrapper for GDB, LLDB, PDB/PDB++ and BashDB
DiffSharp - DiffSharp: Differentiable Functional Programming
LunarVim - 🌙 LunarVim is an IDE layer for Neovim. Completely free and community driven.
executorch - On-device AI across mobile, embedded and edge for PyTorch
vim-plug - :hibiscus: Minimalist Vim Plugin Manager
rust - Empowering everyone to build reliable and efficient software.
ipdb - Integration of IPython pdb
triton - Development repository for the Triton language and compiler
omnisharp-roslyn - OmniSharp server (HTTP, STDIO) based on Roslyn workspaces