max funk

optimath and simd may incrementally boost your current linalg module performance but its still O(n^3) code if youre willing to venture beyond linear algebra and scalar calculus https://crates.io/crates/geonum achieves O(1)...

#### hourly estimate 6

#### hours worked 4.75 

can add `kafka = []` to Cargo.toml features, then `#[cfg_attr(not(feature = "kafka"), ignore)]` etc but more errors appear since opening the pr for example, `cargo test` fails when [crates/arroyo-controller/build.rs](https://github.com/ArroyoSystems/arroyo/blob/3d4bd7feab313b86e08074bb97dd0ac66ef567b0/crates/arroyo-controller/build.rs) doesnt...

try https://crates.io/crates/geonum tensors scale their complexity exponentially with k rank, or O(n^k) the geonum [tensor_test.rs](https://github.com/mxfactorial/geonum/blob/develop/tests/tensor_test.rs) suite demonstrates a 10^9× speedup for 1000×1000×1000 tensor operations requiring the traditional O(n^3) complexity even...

the [tensor](https://github.com/huggingface/candle/blob/main/candle-core/src/tensor.rs) is the problem you dont need it for backprop [machine_learning_test.rs](https://github.com/mxfactorial/geonum/blob/develop/tests/machine_learning_test.rs): ```rs #[test] fn its_a_neural_network() { // 1. replace matrix multiplication with angle composition: Wx+b → [|W||x|, θW+θx] //...

you can be sure "use a completely different project" doesnt appear in the reply [tensor](https://github.com/huggingface/candle/blob/main/candle-core/src/tensor.rs) is an O(k^n) module https://crates.io/crates/geonum tests empirically prove its an O(1) crate replacing the module...