refactor: unify learning rate schedulers with array API

.gitignore

@@ -50,6 +50,9 @@ uv.lock
 buildcxx/
 node_modules/
 *.bib.original
+.claude
+.spec-workflow
+.serena
 
 # Coverage files
 .coverage
@@ -71,3 +74,11 @@ frozen_model.*
 
 # Test system directories
 system/
+
+# clangd
+compile_commands.json
+source/.cache
+
+# pytorch profiler
+*.tfevents.*
+*.pt.trace.json

.pre-commit-config.yaml

@@ -1,7 +1,7 @@
 # See https://pre-commit.com for more information
 # See https://pre-commit.com/hooks.html for more hooks
 repos:
-  - repo: https://github.com/pre-commit/pre-commit-hooks
+  - repo: https://gh-proxy.com/github.com/pre-commit/pre-commit-hooks
     rev: v6.0.0
     hooks:
       - id: trailing-whitespace
@@ -21,13 +21,13 @@ repos:
       - id: check-symlinks
       - id: check-toml
   # Python
-  - repo: https://github.com/PyCQA/isort
+  - repo: https://gh-proxy.com/github.com/PyCQA/isort
     rev: 7.0.0
     hooks:
       - id: isort
         files: \.py$
         exclude: ^source/3rdparty
-  - repo: https://github.com/astral-sh/ruff-pre-commit
+  - repo: https://gh-proxy.com/github.com/astral-sh/ruff-pre-commit
     # Ruff version.
     rev: v0.14.11
     hooks:
@@ -38,7 +38,7 @@ repos:
       - id: ruff-format
         exclude: ^source/3rdparty
         types_or: [python, pyi, jupyter]
-  - repo: https://github.com/pycqa/flake8
+  - repo: https://gh-proxy.com/github.com/pycqa/flake8
     # flake8 cannot autofix
     rev: "7.3.0"
     hooks:
@@ -47,43 +47,43 @@ repos:
           - torchfix==0.6.0
           - flake8-pyproject==1.2.3
   # numpydoc
-  - repo: https://github.com/Carreau/velin
+  - repo: https://gh-proxy.com/github.com/Carreau/velin
     rev: 0.0.12
     hooks:
       - id: velin
         args: ["--write"]
         exclude: ^source/3rdparty
   # Python inside docs
-  - repo: https://github.com/asottile/blacken-docs
+  - repo: https://gh-proxy.com/github.com/asottile/blacken-docs
     rev: 1.20.0
     hooks:
       - id: blacken-docs
   # C++
-  - repo: https://github.com/pre-commit/mirrors-clang-format
+  - repo: https://gh-proxy.com/github.com/pre-commit/mirrors-clang-format
     rev: v21.1.8
     hooks:
       - id: clang-format
         exclude: ^(source/3rdparty|source/lib/src/gpu/cudart/.+\.inc|.+\.ipynb$|.+\.json$)
   # markdown, yaml, CSS, javascript
-  - repo: https://github.com/pre-commit/mirrors-prettier
+  - repo: https://gh-proxy.com/github.com/pre-commit/mirrors-prettier
     rev: v4.0.0-alpha.8
     hooks:
       - id: prettier
         types_or: [markdown, yaml, css]
         # workflow files cannot be modified by pre-commit.ci
         exclude: ^(source/3rdparty|\.github/workflows|\.clang-format)
   # Shell
-  - repo: https://github.com/scop/pre-commit-shfmt
+  - repo: https://gh-proxy.com/github.com/scop/pre-commit-shfmt
     rev: v3.12.0-2
     hooks:
       - id: shfmt
   # CMake
-  - repo: https://github.com/cheshirekow/cmake-format-precommit
+  - repo: https://gh-proxy.com/github.com/cheshirekow/cmake-format-precommit
     rev: v0.6.13
     hooks:
       - id: cmake-format
       #- id: cmake-lint
-  - repo: https://github.com/njzjz/mirrors-bibtex-tidy
+  - repo: https://gh-proxy.com/github.com/njzjz/mirrors-bibtex-tidy
     rev: v1.14.0
     hooks:
       - id: bibtex-tidy
@@ -103,7 +103,7 @@ repos:
           - --remove-empty-fields
           - --wrap=80
   # license header
-  - repo: https://github.com/Lucas-C/pre-commit-hooks
+  - repo: https://gh-proxy.com/github.com/Lucas-C/pre-commit-hooks
     rev: v1.5.5
     hooks:
       # C++, js
@@ -153,7 +153,7 @@ repos:
         # unclear why PairDeepMD is used instead of PairDeePMD
         exclude: .pre-commit-config.yaml|source/lmp
   # customized pylint rules
-  - repo: https://github.com/pylint-dev/pylint/
+  - repo: https://gh-proxy.com/github.com/pylint-dev/pylint/
     rev: v4.0.4
     hooks:
       - id: pylint