返回模型
暂无说明文档
colour-science/learning-munsell
作者 colour-science
tabular-regression
onnxruntime
↓ 0
♥ 0
创建时间: 2026-02-14 05:10:05+00:00
更新时间: 2026-02-14 05:43:42+00:00
在 Hugging Face 上查看文件 (257)
.gitattributes
.gitignore
.pre-commit-config.yaml
LICENSE
README.md
docs/_static/gamma_sweep_plot.pdf
docs/_static/gamma_sweep_plot.png
docs/learning_munsell.md
docs/training_data_large_hue_density.png
learning_munsell/__init__.py
learning_munsell/analysis/__init__.py
learning_munsell/analysis/error_analysis.py
learning_munsell/analysis/hue_density_plot.py
learning_munsell/comparison/from_xyY/__init__.py
learning_munsell/comparison/from_xyY/compare_all_models.py
learning_munsell/comparison/from_xyY/compare_gamma_model.py
learning_munsell/comparison/to_xyY/__init__.py
learning_munsell/comparison/to_xyY/compare_all_models.py
learning_munsell/data_generation/generate_training_data.py
learning_munsell/data_generation/generate_training_data_uniform.py
learning_munsell/interpolation/__init__.py
learning_munsell/interpolation/from_xyY/__init__.py
learning_munsell/interpolation/from_xyY/compare_methods.py
learning_munsell/interpolation/from_xyY/delaunay_interpolator.py
learning_munsell/interpolation/from_xyY/kdtree_interpolator.py
learning_munsell/interpolation/from_xyY/rbf_interpolator.py
learning_munsell/losses/__init__.py
learning_munsell/losses/jax_delta_e.py
learning_munsell/models/__init__.py
learning_munsell/models/networks.py
learning_munsell/training/from_xyY/__init__.py
learning_munsell/training/from_xyY/hyperparameter_search_error_predictor.py
learning_munsell/training/from_xyY/hyperparameter_search_multi_head.py
learning_munsell/training/from_xyY/hyperparameter_search_multi_head_error_predictor.py
learning_munsell/training/from_xyY/hyperparameter_search_multi_mlp.py
learning_munsell/training/from_xyY/refine_multi_head_real.py
learning_munsell/training/from_xyY/train_deep_wide.py
learning_munsell/training/from_xyY/train_ft_transformer.py
learning_munsell/training/from_xyY/train_mixture_of_experts.py
learning_munsell/training/from_xyY/train_mlp.py
learning_munsell/training/from_xyY/train_mlp_attention.py
learning_munsell/training/from_xyY/train_mlp_error_predictor.py
learning_munsell/training/from_xyY/train_mlp_gamma.py
learning_munsell/training/from_xyY/train_multi_head_3stage_error_predictor.py
learning_munsell/training/from_xyY/train_multi_head_circular.py
learning_munsell/training/from_xyY/train_multi_head_cross_attention_error_predictor.py
learning_munsell/training/from_xyY/train_multi_head_gamma.py
learning_munsell/training/from_xyY/train_multi_head_gamma_sweep.py
learning_munsell/training/from_xyY/train_multi_head_large.py
learning_munsell/training/from_xyY/train_multi_head_mlp.py
learning_munsell/training/from_xyY/train_multi_head_multi_error_predictor.py
learning_munsell/training/from_xyY/train_multi_head_multi_error_predictor_large.py
learning_munsell/training/from_xyY/train_multi_head_st2084.py
learning_munsell/training/from_xyY/train_multi_head_weighted_boundary.py
learning_munsell/training/from_xyY/train_multi_head_weighted_boundary_multi_error_predictor.py
learning_munsell/training/from_xyY/train_multi_mlp.py
learning_munsell/training/from_xyY/train_multi_mlp_class_code.py
learning_munsell/training/from_xyY/train_multi_mlp_class_code_aware_multi_error_predictor.py
learning_munsell/training/from_xyY/train_multi_mlp_class_code_aware_multi_error_predictor_large.py
learning_munsell/training/from_xyY/train_multi_mlp_class_code_aware_multi_error_predictor_uniform.py
learning_munsell/training/from_xyY/train_multi_mlp_class_code_large.py
learning_munsell/training/from_xyY/train_multi_mlp_class_code_multi_error_predictor.py
learning_munsell/training/from_xyY/train_multi_mlp_class_code_uniform.py
learning_munsell/training/from_xyY/train_multi_mlp_hue_angle.py
learning_munsell/training/from_xyY/train_multi_mlp_jax.py
learning_munsell/training/from_xyY/train_multi_mlp_large.py
learning_munsell/training/from_xyY/train_multi_mlp_multi_error_predictor.py
learning_munsell/training/from_xyY/train_multi_mlp_multi_error_predictor_large.py
learning_munsell/training/from_xyY/train_multi_mlp_weighted_boundary.py
learning_munsell/training/from_xyY/train_multi_mlp_weighted_boundary_multi_error_predictor.py
learning_munsell/training/from_xyY/train_multi_resnet_error_predictor_large.py
learning_munsell/training/from_xyY/train_multi_resnet_large.py
learning_munsell/training/from_xyY/train_transformer_large.py
learning_munsell/training/from_xyY/train_transformer_multi_error_predictor_large.py
learning_munsell/training/from_xyY/train_unified_mlp.py
learning_munsell/training/to_xyY/__init__.py
learning_munsell/training/to_xyY/hyperparameter_search_multi_error_predictor.py
learning_munsell/training/to_xyY/hyperparameter_search_multi_head.py
learning_munsell/training/to_xyY/hyperparameter_search_multi_mlp.py
learning_munsell/training/to_xyY/train_multi_head.py
learning_munsell/training/to_xyY/train_multi_head_multi_error_predictor.py
learning_munsell/training/to_xyY/train_multi_mlp.py
learning_munsell/training/to_xyY/train_multi_mlp_error_predictor.py
learning_munsell/training/to_xyY/train_multi_mlp_multi_error_predictor.py
learning_munsell/training/to_xyY/train_munsell_to_xyY_approximator.py
learning_munsell/utilities/__init__.py
learning_munsell/utilities/common.py
learning_munsell/utilities/data.py
learning_munsell/utilities/export.py
learning_munsell/utilities/losses.py
learning_munsell/utilities/training.py
models/from_xyY/deep_wide.onnx
ONNX
models/from_xyY/deep_wide.onnx.data
models/from_xyY/deep_wide_best.pth
models/from_xyY/deep_wide_normalization_parameters.npz
models/from_xyY/ft_transformer.onnx
ONNX
models/from_xyY/ft_transformer.onnx.data
models/from_xyY/ft_transformer_best.pth
models/from_xyY/ft_transformer_normalization_parameters.npz
models/from_xyY/mixture_of_experts.onnx
ONNX
models/from_xyY/mixture_of_experts.onnx.data
models/from_xyY/mixture_of_experts_best.pth
models/from_xyY/mixture_of_experts_normalization_parameters.npz
models/from_xyY/mlp.onnx
ONNX
models/from_xyY/mlp.onnx.data
models/from_xyY/mlp_attention.onnx
ONNX
models/from_xyY/mlp_attention.onnx.data
models/from_xyY/mlp_attention_best.pth
models/from_xyY/mlp_attention_normalization_parameters.npz
models/from_xyY/mlp_best.pth
models/from_xyY/mlp_error_predictor.onnx
ONNX
models/from_xyY/mlp_error_predictor.onnx.data
models/from_xyY/mlp_error_predictor_best.pth
models/from_xyY/mlp_gamma.onnx
ONNX
models/from_xyY/mlp_gamma.onnx.data
models/from_xyY/mlp_gamma_best.pth
models/from_xyY/mlp_gamma_normalization_parameters.npz
models/from_xyY/mlp_normalization_parameters.npz
models/from_xyY/multi_head.onnx
ONNX
models/from_xyY/multi_head.onnx.data
models/from_xyY/multi_head_3stage_error_predictor.onnx
ONNX
models/from_xyY/multi_head_3stage_error_predictor.onnx.data
models/from_xyY/multi_head_3stage_error_predictor_best.pth
models/from_xyY/multi_head_best.pth
models/from_xyY/multi_head_circular.onnx
ONNX
models/from_xyY/multi_head_circular.onnx.data
models/from_xyY/multi_head_circular.pth
models/from_xyY/multi_head_circular_normalization_parameters.npz
models/from_xyY/multi_head_cross_attention_error_predictor.onnx
ONNX
models/from_xyY/multi_head_cross_attention_error_predictor.onnx.data
models/from_xyY/multi_head_cross_attention_error_predictor.pth
models/from_xyY/multi_head_gamma.onnx
ONNX
models/from_xyY/multi_head_gamma.onnx.data
models/from_xyY/multi_head_gamma_best.pth
models/from_xyY/multi_head_gamma_normalization_parameters.npz
models/from_xyY/multi_head_large.onnx
ONNX
models/from_xyY/multi_head_large.onnx.data
models/from_xyY/multi_head_large_best.pth
models/from_xyY/multi_head_large_normalization_parameters.npz
models/from_xyY/multi_head_multi_error_predictor.onnx
ONNX
models/from_xyY/multi_head_multi_error_predictor.onnx.data
models/from_xyY/multi_head_multi_error_predictor_best.pth
models/from_xyY/multi_head_multi_error_predictor_large.onnx
ONNX
models/from_xyY/multi_head_multi_error_predictor_large.onnx.data
models/from_xyY/multi_head_multi_error_predictor_large_best.pth
models/from_xyY/multi_head_normalization_parameters.npz
models/from_xyY/multi_head_refined_real.onnx
ONNX
models/from_xyY/multi_head_refined_real.onnx.data
models/from_xyY/multi_head_refined_real_best.pth
models/from_xyY/multi_head_refined_real_normalization_parameters.npz
models/from_xyY/multi_head_st2084.onnx
ONNX
models/from_xyY/multi_head_st2084.onnx.data
models/from_xyY/multi_head_st2084_best.pth
models/from_xyY/multi_head_st2084_normalization_parameters.npz
models/from_xyY/multi_head_weighted_boundary.onnx
ONNX
models/from_xyY/multi_head_weighted_boundary.onnx.data
models/from_xyY/multi_head_weighted_boundary_best.pth
models/from_xyY/multi_head_weighted_boundary_multi_error_predictor_weighted_boundary.onnx
ONNX
models/from_xyY/multi_head_weighted_boundary_multi_error_predictor_weighted_boundary.onnx.data
models/from_xyY/multi_head_weighted_boundary_multi_error_predictor_weighted_boundary_best.pth
models/from_xyY/multi_head_weighted_boundary_normalization_parameters.npz
models/from_xyY/multi_mlp.onnx
ONNX
models/from_xyY/multi_mlp.onnx.data
models/from_xyY/multi_mlp_best.pth
models/from_xyY/multi_mlp_class_code.onnx
ONNX
models/from_xyY/multi_mlp_class_code.onnx.data
models/from_xyY/multi_mlp_class_code_aware_multi_error_predictor.onnx
ONNX
models/from_xyY/multi_mlp_class_code_aware_multi_error_predictor.onnx.data
models/from_xyY/multi_mlp_class_code_aware_multi_error_predictor_best.pth
models/from_xyY/multi_mlp_class_code_aware_multi_error_predictor_large.onnx
ONNX
models/from_xyY/multi_mlp_class_code_aware_multi_error_predictor_large.onnx.data
models/from_xyY/multi_mlp_class_code_aware_multi_error_predictor_large_best.pth
models/from_xyY/multi_mlp_class_code_aware_multi_error_predictor_uniform.onnx
ONNX
models/from_xyY/multi_mlp_class_code_aware_multi_error_predictor_uniform.onnx.data
models/from_xyY/multi_mlp_class_code_aware_multi_error_predictor_uniform_best.pth
models/from_xyY/multi_mlp_class_code_best.pth
models/from_xyY/multi_mlp_class_code_large.onnx
ONNX
models/from_xyY/multi_mlp_class_code_large.onnx.data
models/from_xyY/multi_mlp_class_code_large_best.pth
models/from_xyY/multi_mlp_class_code_large_normalization_parameters.npz
models/from_xyY/multi_mlp_class_code_multi_error_predictor.onnx
ONNX
models/from_xyY/multi_mlp_class_code_multi_error_predictor.onnx.data
models/from_xyY/multi_mlp_class_code_multi_error_predictor_best.pth
models/from_xyY/multi_mlp_class_code_normalization_parameters.npz
models/from_xyY/multi_mlp_class_code_uniform.onnx
ONNX
models/from_xyY/multi_mlp_class_code_uniform.onnx.data
models/from_xyY/multi_mlp_class_code_uniform_best.pth
models/from_xyY/multi_mlp_class_code_uniform_normalization_parameters.npz
models/from_xyY/multi_mlp_hue_angle.onnx
ONNX
models/from_xyY/multi_mlp_hue_angle.onnx.data
models/from_xyY/multi_mlp_hue_angle_best.pth
models/from_xyY/multi_mlp_hue_angle_normalization_parameters.npz
models/from_xyY/multi_mlp_jax_delta_e.npz
models/from_xyY/multi_mlp_jax_delta_e.onnx
ONNX
models/from_xyY/multi_mlp_jax_delta_e.onnx.data
models/from_xyY/multi_mlp_jax_delta_e_normalization_parameters.npz
models/from_xyY/multi_mlp_large.onnx
ONNX
models/from_xyY/multi_mlp_large.onnx.data
models/from_xyY/multi_mlp_large_best.pth
models/from_xyY/multi_mlp_large_normalization_parameters.npz
models/from_xyY/multi_mlp_multi_error_predictor.onnx
ONNX
models/from_xyY/multi_mlp_multi_error_predictor.onnx.data
models/from_xyY/multi_mlp_multi_error_predictor_best.pth
models/from_xyY/multi_mlp_multi_error_predictor_large.onnx
ONNX
models/from_xyY/multi_mlp_multi_error_predictor_large.onnx.data
models/from_xyY/multi_mlp_multi_error_predictor_large_best.pth
models/from_xyY/multi_mlp_normalization_parameters.npz
models/from_xyY/multi_mlp_weighted_boundary.onnx
ONNX
models/from_xyY/multi_mlp_weighted_boundary.onnx.data
models/from_xyY/multi_mlp_weighted_boundary_best.pth
models/from_xyY/multi_mlp_weighted_boundary_multi_error_predictor.onnx
ONNX
models/from_xyY/multi_mlp_weighted_boundary_multi_error_predictor.onnx.data
models/from_xyY/multi_mlp_weighted_boundary_multi_error_predictor_best.pth
models/from_xyY/multi_mlp_weighted_boundary_normalization_parameters.npz
models/from_xyY/multi_resnet_error_predictor_large.onnx
ONNX
models/from_xyY/multi_resnet_error_predictor_large.onnx.data
models/from_xyY/multi_resnet_error_predictor_large_best.pth
models/from_xyY/multi_resnet_large.onnx
ONNX
models/from_xyY/multi_resnet_large.onnx.data
models/from_xyY/multi_resnet_large_best.pth
models/from_xyY/multi_resnet_large_normalization_parameters.npz
models/from_xyY/transformer_error_predictor_large_best.pth
models/from_xyY/transformer_large.onnx
ONNX
models/from_xyY/transformer_large_best.pth
models/from_xyY/transformer_large_normalization_parameters.npz
models/from_xyY/transformer_multi_error_predictor_large.onnx
ONNX
models/from_xyY/transformer_multi_error_predictor_large.onnx.data
models/from_xyY/unified_mlp.onnx
ONNX
models/from_xyY/unified_mlp.onnx.data
models/from_xyY/unified_mlp_best.pth
models/from_xyY/unified_mlp_normalization_parameters.npz
models/to_xyY/multi_head.onnx
ONNX
models/to_xyY/multi_head.onnx.data
models/to_xyY/multi_head.pth
models/to_xyY/multi_head_multi_error_predictor.onnx
ONNX
models/to_xyY/multi_head_multi_error_predictor.onnx.data
models/to_xyY/multi_head_multi_error_predictor.pth
models/to_xyY/multi_head_multi_error_predictor_normalization_parameters.npz
models/to_xyY/multi_head_normalization_parameters.npz
models/to_xyY/multi_mlp.onnx
ONNX
models/to_xyY/multi_mlp.onnx.data
models/to_xyY/multi_mlp.pth
models/to_xyY/multi_mlp_error_predictor.onnx
ONNX
models/to_xyY/multi_mlp_error_predictor.onnx.data
models/to_xyY/multi_mlp_error_predictor.pth
models/to_xyY/multi_mlp_error_predictor_normalization_parameters.npz
models/to_xyY/multi_mlp_multi_error_predictor.onnx
ONNX
models/to_xyY/multi_mlp_multi_error_predictor.onnx.data
models/to_xyY/multi_mlp_multi_error_predictor.pth
models/to_xyY/multi_mlp_multi_error_predictor_normalization_parameters.npz
models/to_xyY/multi_mlp_normalization_parameters.npz
models/to_xyY/munsell_to_xyY_approximator.onnx
ONNX
models/to_xyY/munsell_to_xyY_approximator.onnx.data
models/to_xyY/munsell_to_xyY_approximator.pth
models/to_xyY/munsell_to_xyY_approximator_normalization_parameters.npz
models/to_xyY/munsell_to_xyY_approximator_weights.npz
pyproject.toml