Mojo – a new programming language for all AI developers

• julia

  350 44,510 10.0 Julia

  The Julia Programming Language

  

Julia is already being used in a number of systems with varying levels of real-time-ness. It's early days for sure, but there's a bunch of progress. It turns out lots of "real time" applications actually just need fast code. JIT compile also can be overcome since in real time systems, you generally know all the code you are going to call so you can just make a .so with all of those bits compiled and know that nothing will need to be compiled at runtime.

Also on a related topic, the PR for parallel GC in Julia just merged 4 days ago (https://github.com/JuliaLang/julia/pull/48600), so GC is in the process of getting a bunch faster.

• LoopVectorization.jl

  10 720 7.6 Julia

  Macro(s) for vectorizing loops.

  

It is a little disappointing that they're setting the bar against vanilla Python in their comparisons. While I'm sure they have put massive engineering effort into their ML compiler, the demos they showed of matmul are not that impressive in an absolute sense; with the analogous Julia code, making use of [LoopVectorization.jl](https://github.com/JuliaSIMD/LoopVectorization.jl) to automatically choose good defaults for vectorization, etc...

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• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• mojo.js

  15 474 7.9 JavaScript

  :unicorn: The Mojolicious real-time web framework for Node.js

  

• triton

  30 10,981 9.9 C++

  Development repository for the Triton language and compiler

  

Very cool development. There is too much busy work going from development to test to production. This will help to unify everything. OpenAI Triton https://github.com/openai/triton/ is going for a similar goal. But this is a more fundamental approach.

• flexible-vectors

  4 43 2.8 WebAssembly

  Vector operations for WebAssembly

  

Wonderful language. Only complaint (so far) : SIMD should be named Vector and dispatched to whatever SIMD/vector pipeline the host offers, similar to Flexible Vectors proposal in WASM: https://github.com/WebAssembly/flexible-vectors/blob/main/pr...

• codon

  34 13,840 7.9 C++

  A high-performance, zero-overhead, extensible Python compiler using LLVM

  

Another "Python with high-performance compiled builds" would be https://github.com/exaloop/codon.

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