CLWL_Experiments

module1: T construction from M
module2: weak-label family generators
module3: synthetic clean data generation
module4: weak-label dataset packaging
module5: CLWL loss / risk
module6: metrics
module7: CLWL trainer
module8: CLPL trainer
module9: CLCL trainer
module13: formal comparison runner for the 6 final experiment groups
module14: formal comparison launcher
module15: formal comparison summarizer
module16: formal figure builder
module17: forward vs clwl

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Name		Name	Last commit message	Last commit date
artifacts_forward_vs_clwl_imperfect_M		artifacts_forward_vs_clwl_imperfect_M
artifacts_forward_vs_clwl_structured_imperfect_M		artifacts_forward_vs_clwl_structured_imperfect_M
data/MNIST/raw		data/MNIST/raw
formal_comparison_figures		formal_comparison_figures
formal_comparison_results		formal_comparison_results
formal_comparison_results_mnist_real		formal_comparison_results_mnist_real
formal_comparison_tables		formal_comparison_tables
formal_group_results		formal_group_results
.gitignore		.gitignore
0428clwl_nondominanc_mnist_viz.py		0428clwl_nondominanc_mnist_viz.py
0501clwl_mnist10_numpy_row_tilt_early_margin.py		0501clwl_mnist10_numpy_row_tilt_early_margin.py
0502run_mnist10_misspecified_failure_experiments.py		0502run_mnist10_misspecified_failure_experiments.py
0503synthetic_fwd_row_tilt.py		0503synthetic_fwd_row_tilt.py
4.27clwl_mnist10_row_tilt_consistent_candidate.py		4.27clwl_mnist10_row_tilt_consistent_candidate.py
4.27clwl_mnist4_3mode_row_tilt_stable_candidate.py		4.27clwl_mnist4_3mode_row_tilt_stable_candidate.py
5.3new_clwl_instancedep_mnist4_multiclass_d20.py		5.3new_clwl_instancedep_mnist4_multiclass_d20.py
5.4clwl_cour_mnist4_experiment.py		5.4clwl_cour_mnist4_experiment.py
5.4clwl_cour_synthetic.py		5.4clwl_cour_synthetic.py
5.5cifar10_clcl_noncomplementary.py		5.5cifar10_clcl_noncomplementary.py
5.5cifar10_clwl_fwd_row_tilt.py		5.5cifar10_clwl_fwd_row_tilt.py
5.5cifar10_clwl_fwd_row_tilt_checkpoint.py		5.5cifar10_clwl_fwd_row_tilt_checkpoint.py
5.6cifar10_clcl_clwl_complementary.py		5.6cifar10_clcl_clwl_complementary.py
5.6cifar10_clpl_clwl_nondominance.py		5.6cifar10_clpl_clwl_nondominance.py
5.7cifar10_clcl_clwl_standard_complementary.py		5.7cifar10_clcl_clwl_standard_complementary.py
AGENTS.md		AGENTS.md
CLWL loss.py		CLWL loss.py
README.md		README.md
clwl_convergence_demo.png		clwl_convergence_demo.png
clwl_experiments_module13_formal_comparison_runner.py		clwl_experiments_module13_formal_comparison_runner.py
clwl_experiments_module14_formal_comparison_launcher.py		clwl_experiments_module14_formal_comparison_launcher.py
clwl_experiments_module15_formal_comparison_summarizer.py		clwl_experiments_module15_formal_comparison_summarizer.py
clwl_experiments_module16_formal_figure_builder.py		clwl_experiments_module16_formal_figure_builder.py
clwl_experiments_module1_t_construction.py		clwl_experiments_module1_t_construction.py
clwl_experiments_module2_weak_label_generators.py		clwl_experiments_module2_weak_label_generators.py
clwl_experiments_module3_real_mnist_data.py		clwl_experiments_module3_real_mnist_data.py
clwl_experiments_module3_synthetic_clean_data.py		clwl_experiments_module3_synthetic_clean_data.py
clwl_experiments_module4_weak_label_dataset.py		clwl_experiments_module4_weak_label_dataset.py
clwl_experiments_module5_clwl_loss.py		clwl_experiments_module5_clwl_loss.py
clwl_experiments_module6_metrics.py		clwl_experiments_module6_metrics.py
clwl_experiments_module7_clwl_training.py		clwl_experiments_module7_clwl_training.py
clwl_experiments_module8_clpl_training.py		clwl_experiments_module8_clpl_training.py
clwl_experiments_module9_clcl_training.py		clwl_experiments_module9_clcl_training.py
clwl_mnist4_pair_row_tilt_corrected_fullbatch (1).py		clwl_mnist4_pair_row_tilt_corrected_fullbatch (1).py
clwl_mnist_incomplete_asym_experiment.py		clwl_mnist_incomplete_asym_experiment.py
clwl_mnist_row_tilt_experiment.py		clwl_mnist_row_tilt_experiment.py
clwl_single_cell.py		clwl_single_cell.py
clwl_single_file_template.py		clwl_single_file_template.py
download_cifar.py		download_cifar.py
g3test.py		g3test.py
import torchT.py		import torchT.py
module18_real_mnist4_forward_vs_clwl.py		module18_real_mnist4_forward_vs_clwl.py
module19_binary_synthetic_clwl_friendly_forward_unfriendly.py		module19_binary_synthetic_clwl_friendly_forward_unfriendly.py
module21_settingA_nullspace_Mhat_robustness.py		module21_settingA_nullspace_Mhat_robustness.py
row_tilt_optimized_response_bias_experiment.py		row_tilt_optimized_response_bias_experiment.py
run_mnist_real_smoke.py		run_mnist_real_smoke.py
synthetic pipline.py		synthetic pipline.py
synthetic_fwd_row_tilt.py		synthetic_fwd_row_tilt.py
test.ipynb		test.ipynb

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