mirror of
https://github.com/NixOS/nixpkgs.git
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108 lines
2.3 KiB
Nix
108 lines
2.3 KiB
Nix
{
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lib,
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buildPythonPackage,
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fetchFromGitHub,
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# build-system
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setuptools,
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# dependencies
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absl-py,
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jax,
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matplotlib,
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numpy,
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scipy,
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# tests
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cvxpy,
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optax,
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pytest-xdist,
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pytestCheckHook,
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scikit-learn,
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}:
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buildPythonPackage (finalAttrs: {
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pname = "jaxopt";
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version = "0.8.5";
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pyproject = true;
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src = fetchFromGitHub {
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owner = "google";
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repo = "jaxopt";
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tag = "jaxopt-v${finalAttrs.version}";
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hash = "sha256-vPXrs8J81O+27w9P/fEFr7w4xClKb8T0IASD+iNhztQ=";
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};
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postPatch =
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# TypeError: LogisticRegression.__init__() got an unexpected keyword argument 'multi_class'
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''
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substituteInPlace jaxopt/_src/test_util.py \
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--replace-fail "multi_class=multiclass," ""
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''
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# AttributeError: jax.experimental.enable_x64 was removed in JAX v0.9.0; use jax.enable_x64(True) instead.
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+ ''
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substituteInPlace \
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tests/zoom_linesearch_test.py \
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tests/lbfgsb_test.py \
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tests/lbfgs_test.py \
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--replace-fail \
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"jax.experimental.enable_x64()" \
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"jax.enable_x64(True)"
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'';
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build-system = [ setuptools ];
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dependencies = [
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absl-py
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jax
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matplotlib
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numpy
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scipy
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];
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nativeCheckInputs = [
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cvxpy
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optax
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pytest-xdist
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pytestCheckHook
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scikit-learn
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];
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pythonImportsCheck = [
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"jaxopt"
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"jaxopt.implicit_diff"
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"jaxopt.linear_solve"
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"jaxopt.loss"
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"jaxopt.tree_util"
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];
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disabledTests = [
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# https://github.com/google/jaxopt/issues/592
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"test_solve_sparse"
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# https://github.com/google/jaxopt/issues/593
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# Makes the test suite crash
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"test_dtype_consistency"
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# AssertionError: Not equal to tolerance rtol=1e-06, atol=1e-06
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# https://github.com/google/jaxopt/issues/618
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"test_binary_logit_log_likelihood"
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# AssertionError (flaky numerical tests)
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"test_Rosenbrock2"
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"test_Rosenbrock5"
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"test_gradient1"
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"test_inv_hessian_product_pytree3"
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"test_logreg_with_intercept_manual_loop3"
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"test_multiclass_logreg6"
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];
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meta = {
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homepage = "https://jaxopt.github.io";
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description = "Hardware accelerated, batchable and differentiable optimizers in JAX";
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changelog = "https://github.com/google/jaxopt/releases/tag/${finalAttrs.src.tag}";
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license = lib.licenses.asl20;
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maintainers = with lib.maintainers; [ bcdarwin ];
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};
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})
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