--- a +++ b/_pkgdown.yml @@ -0,0 +1,128 @@ +url: https://genomenet.github.io/deepG +development: + mode: release + version_label: default +template: + bootstrap: 5 + bootswatch: spacelab +navbar: + structure: + left: + - reference + - notebooks + - tutorials + right: github + components: + home: ~ + reference: + icon: fa fa-file-alt + text: Reference + href: reference/index.html + notebooks: + text: Notebooks + menu: + - text: "deepG tutorial" + href: https://colab.research.google.com/drive/175jIdXcDcgPUvaBo2rH2Lupbpjnp5O7G?usp=sharing + - text: "Read-length level: Human contamination" + href: https://colab.research.google.com/drive/1Eolc0koMNM1zkuO4XyVM58ImeF1BpRiH?usp=sharing + - text: "Locus level: CRISPR detection" + href: https://colab.research.google.com/drive/1yiXSwFafXpMLHaov9iBTQLIDZ6bK1zYX?usp=sharing + - text: "Gene level: 16S rRNA detection" + href: https://colab.research.google.com/drive/1G7bOFEX87cZNrM2tdRtTdkrZn5fM__g0?usp=sharing + - text: "Genome level: Bacterial morphology (Sporulation)" + href: https://colab.research.google.com/drive/1BCggL-tfQF136YeJ8cKKi-zoBEDMgkNh?usp=sharing + - text: "Full metagenome level: Colorectal cancer prediction" + href: https://colab.research.google.com/drive/10xpRzGd3JeBAbqQYSCxzQUMctt01sx9D?usp=sharing + - text: "BERT with deepG" + href: https://colab.research.google.com/drive/1kyYK7IU7GSfdpDzO_a8U3_qD4i3zTu6w?usp=sharing + tutorials: + text: Tutorials + menu: + - text: Getting Started + href: articles/getting_started.html + - text: Training types + href: articles/training_types.html + - text: Data generator + href: articles/data_generator.html + - text: Using tensorboard + href: articles/using_tb.html + - text: Integrated Gradient + href: articles/integrated_gradient.html +reference: +- title: Training + contents: + - train_model + - train_model_cpc + - resume_training_from_model_card +- title: Model Architecture + contents: + - starts_with("create_model_") + - remove_add_layers + - merge_models + - get_output_activations + - reshape_input + - load_cp + - compile_model + - starts_with("layer_") +- title: Callbacks + contents: + - conf_matrix_cb + - early_stopping_time_cb + - validation_after_training_cb + - reset_states_cb + - remove_checkpoints + - model_card_cb +- title: Metrics and Losses + contents: + - noisy_loss_wrapper + - balanced_acc_wrapper + - f1_wrapper + - auc_wrapper + - exp_decay + - stepdecay + - sgdr + - focal_loss_multiclass + - loss_cl +- title: Generators + contents: + - starts_with("generator_") + - get_generator + - dataset_from_gen +- title: Prediction + contents: + - predict_model + - summarize_states + - predict_with_n_gram + - load_prediction +- title: Evaluation + contents: + - starts_with("evaluate_") + - plot_roc +- title: Visualization + contents: + - integrated_gradients + - heatmaps_integrated_grad + - plot_cm +- title: Preprocessing + contents: + - seq_encoding_label + - seq_encoding_lm + - get_class_weight + - get_start_ind + - int_to_n_gram + - n_gram_dist + - n_gram_of_matrix + - reshape_tensor + - split_fasta + - one_hot_to_seq +- title: Data + contents: + - crispr_sample + - ecoli_small + - parenthesis +- title: Dummy Data + contents: create_dummy_data +- title: Session Management + contents: + - deepG +