MontOpsInc · GeorgeLeePatterson · Mar 11, 2026 · Mar 11, 2026
diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -9,6 +9,16 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### Bug Fixes
 
+- Finishes the ndarrow facade surface ([ff53071](https://github.com/MontOpsInc/nabled/commit/ff530714774f8e9b13f609c2b65aba08bc2a8600))
+
+### Features
+
+- Introduces arrow apis through ndarrow ([e077e1d](https://github.com/MontOpsInc/nabled/commit/e077e1d1e95d3f83eb8de6da62e86c6162cbf068))
+
+## [0.0.5] - 2026-03-09
+
+### Bug Fixes
+
 - Expands gpu support for f32 ([adda852](https://github.com/MontOpsInc/nabled/commit/adda852b10ef214e095f2c4e7e508bff71867ec6))
 - Finalizes GPU backend support across all supported kernels ([47f726b](https://github.com/MontOpsInc/nabled/commit/47f726bc38796929e1f334a028b22f81dc825b5a))
 - Addresses complex magma kernels for lu, cholesky, qr, svd, and non-symmetirc eigen ([4b34cd7](https://github.com/MontOpsInc/nabled/commit/4b34cd71e55066716e49eb7654070fc36e3f172f))
@@ -39,6 +49,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Cleans up gpu remote execution scripts and dockerfile ([a139eb5](https://github.com/MontOpsInc/nabled/commit/a139eb511606805c43ed2108b5f4c4b4ebdda799))
 - Addresses bench in ci ([2531f26](https://github.com/MontOpsInc/nabled/commit/2531f26a20c231b080d326a1e7a4fac1b45dade8))
 - Stabilizing benches ([f566754](https://github.com/MontOpsInc/nabled/commit/f566754f860bdd96c180fd53279c9c9987bc8aae))
+- Prepare release v0.0.5 ([#18](https://github.com/MontOpsInc/nabled/issues/18)) ([d4bbf6b](https://github.com/MontOpsInc/nabled/commit/d4bbf6b9a81360e2de450ed8aef6ceb52704fcb2))
 
 ### Testing
 

diff --git a/Cargo.toml b/Cargo.toml
@@ -14,7 +14,7 @@ default-members = [
 resolver = "3"
 
 [workspace.package]
-version = "0.0.5"
+version = "0.0.6"
 edition = "2024"
 rust-version = "1.92"
 authors = ["Niklaus Parcell <nik.parcell@gmail.com>", "George Lee Patterson <patterson.george@gmail.com>"]
@@ -25,10 +25,10 @@ documentation = "https://docs.rs/nabled"
 publish = true
 
 [workspace.dependencies]
-nabled = { path = "crates/nabled", version = "=0.0.5" }
-nabled-core = { path = "crates/nabled-core", version = "=0.0.5" }
-nabled-linalg = { path = "crates/nabled-linalg", version = "=0.0.5" }
-nabled-ml = { path = "crates/nabled-ml", version = "=0.0.5" }
+nabled = { path = "crates/nabled", version = "=0.0.6" }
+nabled-core = { path = "crates/nabled-core", version = "=0.0.6" }
+nabled-linalg = { path = "crates/nabled-linalg", version = "=0.0.6" }
+nabled-ml = { path = "crates/nabled-ml", version = "=0.0.6" }
 
 approx = "0.5"
 arrow-array = "58"

diff --git a/README.md b/README.md
@@ -19,7 +19,7 @@ Important! Nabled is under active development right now, so the only way to be s
 
 ```toml
 [dependencies]
-nabled = "0.0.5"
+nabled = "0.0.6"
 ```
 
 ## Implemented Domains
@@ -70,12 +70,12 @@ Review more examples in `crates/nabled/examples`.
 
 ```toml
 [dependencies]
-nabled = { version = "0.0.5", features = ["openblas-system"] }
+nabled = { version = "0.0.6", features = ["openblas-system"] }
 ```
 
 ```toml
 [dependencies]
-nabled = { version = "0.0.5", features = ["arrow"] }
+nabled = { version = "0.0.6", features = ["arrow"] }
 ```
 
 Arrow interop notes:

diff --git a/RELEASE_NOTES.md b/RELEASE_NOTES.md
@@ -1,44 +1,11 @@
-## [0.0.5] - 2026-03-09
+## [0.0.6] - 2026-03-11
 
 ### Bug Fixes
 
-- Expands gpu support for f32 ([adda852](https://github.com/MontOpsInc/nabled/commit/adda852b10ef214e095f2c4e7e508bff71867ec6))
-- Finalizes GPU backend support across all supported kernels ([47f726b](https://github.com/MontOpsInc/nabled/commit/47f726bc38796929e1f334a028b22f81dc825b5a))
-- Addresses complex magma kernels for lu, cholesky, qr, svd, and non-symmetirc eigen ([4b34cd7](https://github.com/MontOpsInc/nabled/commit/4b34cd71e55066716e49eb7654070fc36e3f172f))
-- Batched MAGMA decomposition support (LU/Cholesky/QR) ([f3d0b6f](https://github.com/MontOpsInc/nabled/commit/f3d0b6f3c61ecaf15360d314731084cabf616b3a))
-- Implements MAGMA sparse provider phase 1, more ([c559fa3](https://github.com/MontOpsInc/nabled/commit/c559fa319089855a91c3a3fd24d6ac523c91d140))
-- Implements phase-2 of MAGMA sparse iterative/preconditional solves, complex tensor dispatch ([2226699](https://github.com/MontOpsInc/nabled/commit/2226699c6b2e23683a62efde96c4c33c7639b975))
-- Adds fallback paths when MAGMA fails, adjusts scripts tmux ([50b8bfa](https://github.com/MontOpsInc/nabled/commit/50b8bfa0fb312c2757dd26991a2edf798420be4e))
-- MAGMA validated against single and multi-threaded across existing api surface ([c98dbf7](https://github.com/MontOpsInc/nabled/commit/c98dbf7006cee7269630e896a061c9b9775dbb33))
-- Introduces additional magma decomposition gate based on matrix size ([68deca2](https://github.com/MontOpsInc/nabled/commit/68deca2155daf8a216e12c93251bb0756b22ac88))
-- Building out additional features across tensor-network ergonomics, additional decompositions ([a697aff](https://github.com/MontOpsInc/nabled/commit/a697aff343851071cf036adae8575041a8c64206))
-- Builds out further TT tensor apis ([e5b4fe4](https://github.com/MontOpsInc/nabled/commit/e5b4fe41532f9d3a5543dcc0477d996168e02fa4))
-- Completes tensor v1 rubric ([24106bb](https://github.com/MontOpsInc/nabled/commit/24106bb91f3f5258fead9e73cf6d124300076bb4))
-- Patches some routing behavior around workload size ([ff6e696](https://github.com/MontOpsInc/nabled/commit/ff6e696574efe4b575433d583617675af9cc720f))
-
-### Documentation
-
-- Updates trackers around MAGMA ([d865f1f](https://github.com/MontOpsInc/nabled/commit/d865f1f6ffd0668ead62893012d93df7c9e9165b))
-- Updates tracker docs ([a19258b](https://github.com/MontOpsInc/nabled/commit/a19258b472a63841723129af7f4204955950fb1a))
-- Updates docs and READMEs ([43425ae](https://github.com/MontOpsInc/nabled/commit/43425ae5314e86b285374584ed98b3e6c01e4a27))
+- Finishes the ndarrow facade surface ([ff53071](https://github.com/MontOpsInc/nabled/commit/ff530714774f8e9b13f609c2b65aba08bc2a8600))
 
 ### Features
 
-- Introduces f64 support for GPU ([8d99ead](https://github.com/MontOpsInc/nabled/commit/8d99eadc480ef32e2f2da774dd00f7da9b30283f))
-- Introduces minimal NVIDIA MAGMA support ([c4819a0](https://github.com/MontOpsInc/nabled/commit/c4819a0108f1d3a9a47888c23b047f700b478ee7))
-
-### Miscellaneous Tasks
-
-- Cleans up gpu remote execution scripts and dockerfile ([a139eb5](https://github.com/MontOpsInc/nabled/commit/a139eb511606805c43ed2108b5f4c4b4ebdda799))
-- Addresses bench in ci ([2531f26](https://github.com/MontOpsInc/nabled/commit/2531f26a20c231b080d326a1e7a4fac1b45dade8))
-- Stabilizing benches ([f566754](https://github.com/MontOpsInc/nabled/commit/f566754f860bdd96c180fd53279c9c9987bc8aae))
-
-### Testing
-
-- Introduces MAGMA strict checks to validate MAGMA usage when available ([aebb09e](https://github.com/MontOpsInc/nabled/commit/aebb09ec696863b18f40f41a5bc29c235426f9e9))
-
-### Build
-
-- Includes scripts for remote gpu setup and verification ([a8eeda7](https://github.com/MontOpsInc/nabled/commit/a8eeda7b000af2950cabea2ac4ad18e6e6a988f3))
+- Introduces arrow apis through ndarrow ([e077e1d](https://github.com/MontOpsInc/nabled/commit/e077e1d1e95d3f83eb8de6da62e86c6162cbf068))
 
 
diff --git a/crates/nabled-core/README.md b/crates/nabled-core/README.md
@@ -12,7 +12,7 @@ Core shared types and utilities for the `nabled` workspace.
 
 ```toml
 [dependencies]
-nabled-core = "0.0.5"
+nabled-core = "0.0.6"
 ```
 
 ## Docs

diff --git a/crates/nabled-linalg/README.md b/crates/nabled-linalg/README.md
@@ -9,7 +9,7 @@ primitives, and matrix-function algorithms.
 
 ```toml
 [dependencies]
-nabled-linalg = "0.0.5"
+nabled-linalg = "0.0.6"
 ```
 
 ## Optional Features
@@ -29,7 +29,7 @@ Note: provider requirements depend on provider choice. Static features (`openbla
 
 ```toml
 [dependencies]
-nabled-linalg = { version = "0.0.5", features = ["openblas-system"] }
+nabled-linalg = { version = "0.0.6", features = ["openblas-system"] }
 ```
 
 ## Docs

diff --git a/crates/nabled-ml/README.md b/crates/nabled-ml/README.md
@@ -14,7 +14,7 @@ ML-oriented numerical algorithms built on ndarray-native `nabled` primitives.
 
 ```toml
 [dependencies]
-nabled-ml = "0.0.5"
+nabled-ml = "0.0.6"
 ```
 
 ## Optional Features
@@ -32,7 +32,7 @@ Note: provider requirements depend on provider choice. Static features (`openbla
 
 ```toml
 [dependencies]
-nabled-ml = { version = "0.0.5", features = ["openblas-system"] }
+nabled-ml = { version = "0.0.6", features = ["openblas-system"] }
 ```
 
 ## Docs
-Original file line number
+Diff line change
@@ Expand Up / @@ -12,7 +12,7 @@ Core shared types and utilities for the `nabled` workspace. @@
     ```toml
     [dependencies]
-    nabled-core = "0.0.5"
+    nabled-core = "0.0.6"
     ```
     ## Docs
@@ Expand Down @@