Add implementing Kazushige Goto Algoritm for matrix operations in xtensor as a fundable project.

Author: HaudinFlorence

src/components/fundable/descriptions/MatrixOperationsInXtensor.md

@@ -0,0 +1,19 @@
+#### Overview
+This project aims to integrate Kazushige Goto’s highly optimized matrix multiplication algorithms into the [xtensor](https://github.com/xtensor-stack/xtensor/) framework, leveraging the [xsimd](https://github.com/xtensor-stack/xsimd/) library for SIMD acceleration.
+
+##### Background
+
+The GOTO algorithms, formalized by Kazushige Goto and Robert van de Geijn in their landmark paper "Anatomy of High-Performance Matrix Multiplication", are the algorithmic foundations underlying high-performance libraries such as GotoBLAS and OpenBLAS. The algorithms achieve near-peak CPU throughput through a principled exploitation of the memory hierarchy.
+
+xtensor library is a popular C++ library for numerical analysis with a focus on multi-dimensional arrays and broadcasting, inspired by NumPy. xtensor leverages SIMD acceleration through the xsimd library and offers language bindings for Python, Julia and R.
+
+By integrating Goto's algorithms into xtensor and using xsimd for SIMD optimizations, we can provide users with faster matrix operations, especially for large-scale computations.
+
+##### Objectives
+
+- Study and understand Kazushige Goto's matrix multiplication algorithms.
+- Implement these algorithms in C++ using xsimd for SIMD acceleration. This implementation could be done in a way that is not tied to the xtensor codebase for better reusability.
+- Integrate the implementation into the xtensor framework.
+- Benchmark the performance against existing xtensor matrix operations and other libraries like Eigen and BLAS.
+- Document the implementation and provide examples for users.
+

src/components/fundable/projectsDetails.ts

@@ -3,6 +3,7 @@ import JupyterGISRasterProcessingMD from "@site/src/components/fundable/descript
 import JupyterGISToolsForPythonAPIMD from "@site/src/components/fundable/descriptions/JupyterGISToolsForPythonAPI.md"
 import EmscriptenForgePackageRequestsMD from "@site/src/components/fundable/descriptions/EmscriptenForgePackageRequests.md"
 import SVE2SupportInXsimdMD from "@site/src/components/fundable/descriptions/SVE2SupportInXsimd.md"
+import MatrixOperationsInXtensor from "@site/src/components/fundable/descriptions/MatrixOperationsInXtensor.md"
 
 export const fundableProjectsDetails = {
     jupyterEcosystem: [
@@ -70,6 +71,18 @@ export const fundableProjectsDetails = {
             currentNbOfFunders: 0,
             currentFundingPercentage: 0,
             repoLink: "https://github.com/xtensor-stack/xsimd"
+        },
+                {
+            category: "Scientific Computing",
+            title: "Implementing Kazushige Goto Algorithms for Matrix Operations in xtensor",
+            pageName: "MatrixOperationsInXtensor",
+            shortDescription: "This project aims to integrate Kazushige Goto’s highly optimized matrix multiplication algorithms into the [xtensor](https://github.com/xtensor-stack/xtensor/) framework, leveraging the [xsimd](https://github.com/xtensor-stack/xsimd/) library for SIMD acceleration.",
+            description: MatrixOperationsInXtensor,
+            price: "45 000 €",
+            maxNbOfFunders: 1,
+            currentNbOfFunders: 0,
+            currentFundingPercentage: 0,
+            repoLink: "https://github.com/xtensor-stack/xtensor"
         }
     ]
 }

src/pages/fundable/MatrixOperationsInXtensor/GetAQuote.tsx

@@ -0,0 +1,9 @@
+import useDocusaurusContext from '@docusaurus/useDocusaurusContext';
+import GetAQuotePage from '@site/src/components/fundable/GetAQuotePage';
+
+export default function FundablePage() {
+    const { siteConfig } = useDocusaurusContext();
+    return (
+      <GetAQuotePage/>
+    );
+}

src/pages/fundable/MatrixOperationsInXtensor/index.tsx

@@ -0,0 +1,9 @@
+import useDocusaurusContext from '@docusaurus/useDocusaurusContext';
+import LargeProjectCardPage from '@site/src/components/fundable/LargeProjectCardPage';
+
+export default function FundablePage() {
+    const { siteConfig } = useDocusaurusContext();
+    return (
+       <LargeProjectCardPage/>
+    );
+}