Arraymancer
nvim-treesitter
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Arraymancer | nvim-treesitter | |
---|---|---|
21 | 300 | |
1,304 | 9,487 | |
- | 5.4% | |
8.2 | 9.9 | |
7 days ago | 5 days ago | |
Nim | Scheme | |
Apache License 2.0 | 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.
Arraymancer
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Arraymancer – Deep Learning Nim Library
It is a small DSL written using macros at https://github.com/mratsim/Arraymancer/blob/master/src/array....
Nim has pretty great meta-programming capabilities and arraymancer employs some cool features like emitting cuda-kernels on the fly using standard templates depending on backend !
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Go, Python, Rust, and production AI applications
Nim has also a powerful deep learning library called Arraymancer. It's selling point is that you don't have to rewrite your code from research to production. It's used in various machine learning projects, but one recent one that caught my eye was https://github.com/amkrajewski/nimCSO "Composition Space Optimization"
https://github.com/mratsim/Arraymancer
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D Programming Language
- https://github.com/mratsim/Arraymancer/blob/master/src/array...
It's worth noting that nim async/await transformation is fully implemented as a library in macros.
- Prospects of utilising Nim in scientific computation?
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How to write performant Nim?
https://github.com/mratsim/Arraymancer 11. « Premature optimisation is the root of all evil », Donald Knuth, The art of computer Programming It would be quite useful that someone writes one with examples for all these recommendations and more ...
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Deeplearning in Nim?
In particular for deep learning as bobsyourunkl already mentioned there is arraymancer on the one hand and also flambeau on the other. The latter is a Nim wrapper around libtorch (i.e. the PyTorch C++ backend). It is missing things (to be wrapped by adding a few lines) and has some rough edges, but if one needs to get stuff done, it's possible.
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Mastering Nim – now available on Amazon
how are u compiling (optimization, custom compilation flags etc.?) In my case https://github.com/mratsim/Arraymancer big project compile under your 4.2s so or you have like 10k+ lines of codes with macros or you just pass some debug flags to compiler :D
- Nim Version 1.6.6 Released
- The counter-intuitive rise of Python in scientific computing (2020)
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Computer Programming with Nim
We have both raw wrappers for BLAS:
https://github.com/andreaferretti/nimblas
as well as LAPACK:
https://github.com/andreaferretti/nimlapack
For an example, consider calling the least squares routine `dgelsd` in arraymancer:
https://github.com/mratsim/Arraymancer/blob/master/src/array...
wrapped up in a nicer user facing API.
Feel free to hop onto matrix, if you have more questions!
nvim-treesitter
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JetBrains' unremovable AI assistant meets irresistible outcry
I suggest looking for blog posts about this, you're gunnuh wanna pick out a plugin manager and stuff. It's kind of like a package manager for neovim. You can install everything manually but usually you manually install a plugin manager and it gives you commands to manage the rest of your plugins.
These two plugins are the bare minimum in my view.
https://github.com/nvim-treesitter/nvim-treesitter
Treesitter gives you much better syntax highlighting based on a parser for a given language.
https://github.com/neovim/nvim-lspconfig
This plugin helps you connect to a given language LSP quickly with sensible defaults. You more or less pick your language from here and copy paste a snippet, and then install the relevant LSP:
https://github.com/neovim/nvim-lspconfig/blob/master/doc/ser...
For Python you'll want pylsp. For JavaScript it will depend on what frontend framework you're using, I probably can't help you there.
pylsp itself takes some plugins and you'll probably want them. https://github.com/python-lsp/python-lsp-server
Best of luck! Happy hacking.
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Help needed with Treesitter sql injection
It was changed in https://github.com/nvim-treesitter/nvim-treesitter/commit/78b54eb
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Do I need NeoVIM?
https://github.com/hrsh7th/nvim-cmp This is an autocompletion engine https://github.com/nvim-treesitter/nvim-treesitter This allows NeoVim to install parsing scripts so NeoVim can do things like code highlighting. https://github.com/williamboman/mason.nvim Not strictly necessary, but allows you to access a repo of LSP, install them, and configure them for without you actively messing about in config files. https://github.com/neovim/nvim-lspconfig Also not strictly necessary, but vastly simplifies LSP setup. https://github.com/williamboman/mason-lspconfig.nvim This lets the above two plugins talk to each other more easily.
- Problem with highlighting when attempting to create own treesitter parser
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neorg problem, all other plugins deactivate when added to init.lua
vim.opt.rtp:prepend(lazypath) require('lazy').setup({ { "nvim-neorg/neorg", build = ":Neorg sync-parsers", opts = { load = { ["core.defaults"] = {}, -- Loads default behaviour ["core.concealer"] = {}, -- Adds pretty icons to your documents ["core.dirman"] = { -- Manages Neorg workspaces config = { workspaces = { notes = "~/notes", }, defaultworkspace = "notes", }, }, }, }, dependencies = { { "nvim-lua/plenary.nvim", }, { -- YOU ALMOST CERTAINLY WANT A MORE ROBUST nvim-treesitter SETUP -- see https://github.com/nvim-treesitter/nvim-treesitter "nvim-treesitter/nvim-treesitter", opts = { auto_install = true, highlight = { enable = true, additional_vim_regex_highlighting = false, }, }, config = function(,opts) require('nvim-treesitter.configs').setup(opts) end }, { "folke/tokyonight.nvim", config=function(,) vim.cmd.colorscheme "tokyonight-storm" end,}, }, }, }) require 'plugins' ```
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Getting Treesitter to work for Windows 10
Change the compiler to use 'llvm' and install visual studio build tools command line stuff - at least that is what worked for me without problems. If you are using c++ then I would assume you have visual studio installed already. If you need more info follow the treesitter windows support
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Just come back up out of the rabbit hole - TS unsets syntax variable by design!
After a lot of time spent yesterday I took a fresh look today and then thought to myself - what if this is what TS does by design? A few clicks later and I found this https://github.com/nvim-treesitter/nvim-treesitter/issues/1327
- What is this color scheme
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nvim-treesitter erroring on Windows 11 Pro
I've followed the official guide for nvim-treesitter support on Windows, but I'm having problems making it work. I keep getting a compilation error for any parser I try to install using TSInstall. If instead I use TSInstallSync I don't get errors but the parser is not correctly installed. My setup uses lazyvim and I installed LLVM using winget to have a C compiler.
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Neovim can't find C compiler
I have read that gcc in windows doesn't always provide the necessary support for treesitter. I have seen ppl prefer clang over gcc in Windows. Please see also Windows support in treesitter's repo. Unfortunately I cannot help further as I don't use Windows for coding, but hope you can deduce something to solve your problem from the above link (if you haven't already read through it).
What are some alternatives?
nimtorch - PyTorch - Python + Nim
coc.nvim - Nodejs extension host for vim & neovim, load extensions like VSCode and host language servers.
Nim - Nim is a statically typed compiled systems programming language. It combines successful concepts from mature languages like Python, Ada and Modula. Its design focuses on efficiency, expressiveness, and elegance (in that order of priority).
nvim-lspconfig - Quickstart configs for Nvim LSP
nimble - Package manager for the Nim programming language.
vim-polyglot - A solid language pack for Vim.
awesome-tensor-compilers - A list of awesome compiler projects and papers for tensor computation and deep learning.
vim-python-pep8-indent - A nicer Python indentation style for vim.
prologue - Powerful and flexible web framework written in Nim
packer.nvim - A use-package inspired plugin manager for Neovim. Uses native packages, supports Luarocks dependencies, written in Lua, allows for expressive config
application - Buckets Desktop Application
tree-sitter - An incremental parsing system for programming tools