.gitignore
Dockerfile
LICENSE
README.md
__init__.py
pyproject.toml
requirements-cpu.txt
requirements.txt
.devcontainer/mlex_env/devcontainer.json
.devcontainer/mlex_env_cpu/devcontainer.json
.github/workflows/python-publish.yml
.vscode/launch.json
.vscode/settings.json
examples/example_metrics.py
examples/example_pipeline_pcpe.py
examples/example_plots.py
examples/example_sequence_analizer.py
examples/example_sorter.py
examples/preprocess_data_eyestate.py
examples/preprocess_newdata_pcpe.py
experiments/bilstm_tsne.py
experiments/gru_tsne.py
experiments/lstm_tsne.py
experiments/rnn_tsne.py
experiments/MLP/pcpe_mlp_exp.py
experiments/RandomForest/pcpe_random_forest_exp.py
experiments/benchmarks/eye_detection/exploratory_dataset_benchmark.ipynb
experiments/benchmarks/eye_detection/GRU/dataset_benchmark_gru_ci.py
experiments/benchmarks/eye_detection/GRU/dataset_benchmark_gru_pipeline.py
experiments/benchmarks/eye_detection/GRU/generate_plots_with_ci.py
experiments/benchmarks/eye_detection/GRU/plots_with_differentes_clusters_algorithms.py
experiments/benchmarks/eye_detection/LSTM/dataset_benchmark_lstm_ci.py
experiments/benchmarks/eye_detection/LSTM/dataset_benchmark_lstm_pipeline.py
experiments/benchmarks/eye_detection/LSTM/generate_plots_with_ci.py
experiments/benchmarks/eye_detection/LSTM/plots_with_differentes_clusters_algorithms.py
experiments/benchmarks/eye_detection/MLP/mlp_experiment.py
experiments/benchmarks/eye_detection/MLP/mlp_pytorch.py
experiments/benchmarks/eye_detection/MLP/plotter.py
experiments/benchmarks/eye_detection/RANDOM_FLOREST/random_forest_exp_grid_search.py
experiments/benchmarks/eye_detection/RNN/dataset_benchmark_rnn_ci.py
experiments/benchmarks/eye_detection/RNN/dataset_benchmark_rnn_pipeline.py
experiments/benchmarks/eye_detection/RNN/generate_plots_with_ci.py
experiments/benchmarks/eye_detection/RNN/plots_with_differentes_clusters_algorithms.py
experiments/benchmarks/eye_detection/markov_chain/Markov_chain.py
experiments/benchmarks/eye_detection/sequence_analysis/sequence_analysis.py
experiments/nn_models_without_cnab/pcpe_gru.py
experiments/nn_models_without_cnab/pcpe_lstm.py
experiments/nn_models_without_cnab/pcpe_rnn.py
experiments/pcpe4/exploratory.ipynb
experiments/pcpe4/MLP/mlp_experiment.py
experiments/pcpe4/RANDOM_FLOREST/random_forest_exp_grid_search.py
experiments/pcpe4/markov/markov.py
mlex/__init__.py
mlex/analysis/__init__.py
mlex/analysis/consistency.py
mlex/analysis/markov_analyzer.py
mlex/analysis/markov_analyzer_plotter.py
mlex/analysis/network.py
mlex/analysis/sequence_analyzer_plotter.py
mlex/analysis/sequence_span_analyzer.py
mlex/evaluation/__init__.py
mlex/evaluation/evaluator.py
mlex/evaluation/plotter.py
mlex/evaluation/threshold.py
mlex/evaluation/utils.py
mlex/features/__init__.py
mlex/features/columns.py
mlex/features/length_strategy.py
mlex/features/sequences.py
mlex/models/__init__.py
mlex/models/bilstm.py
mlex/models/gru.py
mlex/models/lstm.py
mlex/models/mlp.py
mlex/models/random_forest.py
mlex/models/rnn.py
mlex/models/base_components/classical/__init__.py
mlex/models/base_components/classical/_wrapper.py
mlex/models/base_components/classical/params.py
mlex/models/base_components/recurrent/__init__.py
mlex/models/base_components/recurrent/_base.py
mlex/models/base_components/recurrent/_wrapper.py
mlex/models/base_components/recurrent/concrete.py
mlex/models/base_components/recurrent/params.py
mlex/observers/__init__.py
mlex/observers/observers.py
mlex/utils/__init__.py
mlex/utils/analysis.py
mlex/utils/context_aware.py
mlex/utils/datareader.py
mlex/utils/datastructures.py
mlex/utils/network_strategy.py
mlex/utils/noiseinjector.py
mlex/utils/preprocessing.py
mlex/utils/schema.py
mlex/utils/sorter.py
mlex/utils/split.py
mlex/utils/utils.py
mlex_lib.egg-info/PKG-INFO
mlex_lib.egg-info/SOURCES.txt
mlex_lib.egg-info/dependency_links.txt
mlex_lib.egg-info/requires.txt
mlex_lib.egg-info/top_level.txt
pcpe_utils/__init__.py
pcpe_utils/pcpe_reader_utils.py
publications/__init__.py
publications/cbic2025/experiment_GRU.py
publications/cbic2025/experiment_LSTM.py
publications/cbic2025/experiment_RNN.py
publications/cbic2025/generate_plots.py
publications/cbic2025/generate_plots_with_ci.py
publications/cbic2025/testando_ruido.ipynb
publications/complenet2025/visualization/network_visualization.ipynb
publications/lacci2024/__init__.py
publications/lacci2024/analysis.ipynb
publications/lacci2024/experiment.py
publications/lacci2024/experiment_RNN_pcpe01.py
publications/lacci2024/experiment_comparing_data1.py
publications/lacci2025/__init__.py
publications/lacci2025/testing.ipynb
tests/__init__.py
tests/conftest.py
tests/test_base.py
tests/test_classical_models.py
tests/test_dynamic_sequences.py
tests/test_epoch_observers.py
tests/test_evaluator.py
tests/test_recurrent_models.py
tests/test_threshold.py
tests/analysis/__init__.py
tests/analysis/test_consistency.py
tests/analysis/test_network.py
tests/data/__init__.py
tests/data/sort_fixtures.py
tests/utils/__init__.py
tests/utils/test_network_strategy.py
tests/utils/test_sorter.py