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[DO NOT MERGE] Jupyter to marimo migration - #642

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[DO NOT MERGE] Jupyter to marimo migration#642
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marimo-migration

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@ktaletsk ktaletsk commented Aug 12, 2026

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▶️ Run the marimo notebook(s) in this PR

molab launches any public marimo notebook on GitHub in a hosted environment — no local setup required.

Notebook molab
colabs/intro/run_quickstart.py Open in molab
marimo/convert/audiocraft-audiocraft/audiocraft_audiocraft.py Open in molab
marimo/convert/azure-azure-gpt-medical-notes/azure_azure_gpt_medical_notes.py Open in molab
marimo/convert/azure-azure-weave-cookbook-colab/azure_azure_weave_cookbook_colab.py Open in molab
marimo/convert/boosting-simple-lightgbm-integration/boosting_simple_lightgbm_integration.py Open in molab
marimo/convert/boosting-using-w-b-sweeps-with-xgboost/boosting_using_w_b_sweeps_with_xgboost.py Open in molab
marimo/convert/catalyst-catalyst-x-wandb/catalyst_catalyst_x_wandb.py Open in molab
marimo/convert/convnext-finetune-convnext-on-cifar10-using-w-b/convnext_finetune_convnext_on_cifar10_using_w_b.py Open in molab
marimo/convert/cross-attention-control-cross-attention-control-wandb/cross_attention_control_cross_attention_control_wandb.py Open in molab
marimo/convert/datasets-predictions-image-classification-with-tables/datasets_predictions_image_classification_with_tables.py Open in molab
marimo/convert/datasets-predictions-logging-timbre-transfer-with-w-b/datasets_predictions_logging_timbre_transfer_with_w_b.py Open in molab
marimo/convert/datasets-predictions-w-b-dataset-visualization/datasets_predictions_w_b_dataset_visualization.py Open in molab
marimo/convert/datasets-predictions-w-b-tables-quickstart/datasets_predictions_w_b_tables_quickstart.py Open in molab
marimo/convert/deepchem-w-b-x-deepchem/deepchem_w_b_x_deepchem.py Open in molab
marimo/convert/diffusers-diffusers-image-generation/diffusers_diffusers_image_generation.py Open in molab
marimo/convert/diffusers-lcm-diffusers/diffusers_lcm_diffusers.py Open in molab
marimo/convert/diffusers-pixart-alpha-diffusers/diffusers_pixart_alpha_diffusers.py Open in molab
marimo/convert/diffusers-sdxl-compel/diffusers_sdxl_compel.py Open in molab
marimo/convert/diffusers-sdxl-diffusers/diffusers_sdxl_diffusers.py Open in molab
marimo/convert/diffusers-sdxl-text-to-image/diffusers_sdxl_text_to_image.py Open in molab
marimo/convert/gemini-google-demo-rag/gemini_google_demo_rag.py Open in molab
marimo/convert/gemini-how-to-use-gemini-pro-api-with-wb-weave/gemini_how_to_use_gemini_pro_api_with_wb_weave.py Open in molab
marimo/convert/grouping-feature/grouping_feature.py Open in molab
marimo/convert/huggingface-custom-progress-callback/huggingface_custom_progress_callback.py Open in molab
marimo/convert/huggingface-huggingface-wandb/huggingface_huggingface_wandb.py Open in molab
marimo/convert/huggingface-llm-finetuning-notebook/huggingface_llm_finetuning_notebook.py Open in molab
marimo/convert/huggingface-optimize-hugging-face-models-with-weights-biases/huggingface_optimize_hugging_face_models_with_weights_biases.py Open in molab
marimo/convert/huggingface-simple-accelerate-integration-wandb/huggingface_simple_accelerate_integration_wandb.py Open in molab
marimo/convert/huggingface-wandb-hf-example/huggingface_wandb_hf_example.py Open in molab
marimo/convert/intro-intro-to-weights-biases-keras/intro_intro_to_weights_biases_keras.py Open in molab
marimo/convert/intro-intro-to-weights-biases/intro_intro_to_weights_biases.py Open in molab
marimo/convert/intro-report-api-quickstart/intro_report_api_quickstart.py Open in molab
marimo/convert/intro-run-quickstart/intro_run_quickstart.py Open in molab
marimo/convert/jax-simple-training-loop-in-jax-and-flax/jax_simple_training_loop_in_jax_and_flax.py Open in molab
marimo/convert/jax-training-with-tfrecords-in-jax-imagenette/jax_training_with_tfrecords_in_jax_imagenette.py Open in molab
marimo/convert/jupyter-interactive-w-b-charts-inside-jupyter/jupyter_interactive_w_b_charts_inside_jupyter.py Open in molab
marimo/convert/kaolin-wisp-vqad/kaolin_wisp_vqad.py Open in molab
marimo/convert/keras-cosine-decay-using-keras/keras_cosine_decay_using_keras.py Open in molab
marimo/convert/keras-dreambooth-inference/keras_dreambooth_inference.py Open in molab
marimo/convert/keras-fine-tune-vision-transformer-using-kerascv/keras_fine_tune_vision_transformer_using_kerascv.py Open in molab
marimo/convert/keras-image-segmentation-with-keras/keras_image_segmentation_with_keras.py Open in molab
marimo/convert/keras-keras-core-monai-medmnist-keras/keras_keras_core_monai_medmnist_keras.py Open in molab
marimo/convert/keras-keras-core-timm-keras/keras_keras_core_timm_keras.py Open in molab
marimo/convert/keras-keras-core-torchvision-keras/keras_keras_core_torchvision_keras.py Open in molab
marimo/convert/keras-keras-nsynth-instrument-prediction/keras_keras_nsynth_instrument_prediction.py Open in molab
marimo/convert/keras-keras-param-opti-using-sweeps/keras_keras_param_opti_using_sweeps.py Open in molab
marimo/convert/keras-restorers-evaluation-low-light/keras_restorers_evaluation_low_light.py Open in molab
marimo/convert/keras-restorers-inference-low-light/keras_restorers_inference_low_light.py Open in molab
marimo/convert/keras-restorers-train-mirnetv2-restorers/keras_restorers_train_mirnetv2_restorers.py Open in molab
marimo/convert/keras-restorers-train-nafnet-restorers/keras_restorers_train_nafnet_restorers.py Open in molab
marimo/convert/keras-restorers-train-zero-dce-restorers/keras_restorers_train_zero_dce_restorers.py Open in molab
marimo/convert/keras-simple-keras-integration/keras_simple_keras_integration.py Open in molab
marimo/convert/keras-use-wandbevalcallback-in-your-keras-workflow/keras_use_wandbevalcallback_in_your_keras_workflow.py Open in molab
marimo/convert/keras-use-wandbmetriclogger-in-your-keras-workflow/keras_use_wandbmetriclogger_in_your_keras_workflow.py Open in molab
marimo/convert/keras-use-wandbmodelcheckpoint-in-your-keras-workflow/keras_use_wandbmodelcheckpoint_in_your_keras_workflow.py Open in molab
marimo/convert/keras-zero-dce-colab-keras-video/keras_zero_dce_colab_keras_video.py Open in molab
marimo/convert/launch-w-b-launch-quickstart/launch_w_b_launch_quickstart.py Open in molab
marimo/convert/llamaindex-llamaindex-local-models/llamaindex_llamaindex_local_models.py Open in molab
marimo/convert/mmdetection-train-object-detector-with-mmdetection-and-w-b/mmdetection_train_object_detector_with_mmdetection_and_w_b.py Open in molab
marimo/convert/monai-3d-brain-tumor-segmentation/monai_3d_brain_tumor_segmentation.py Open in molab
marimo/convert/monai-monai-3d-segmentation-w-b/monai_monai_3d_segmentation_w_b.py Open in molab
marimo/convert/mosaicml-mosaicml-composer-and-wandb/mosaicml_mosaicml_composer_and_wandb.py Open in molab
marimo/convert/openai-fine-tune-azure-openai-with-weights-and-biases/openai_fine_tune_azure_openai_with_weights_and_biases.py Open in molab
marimo/convert/openai-fine-tune-gpt-3-with-weights-biases/openai_fine_tune_gpt_3_with_weights_biases.py Open in molab
marimo/convert/openai-fine-tune-openai-with-weights-and-biases/openai_fine_tune_openai_with_weights_and_biases.py Open in molab
marimo/convert/openai-generate-doctor-who-synopses-with-gpt-3-and-weights-biases-video/openai_generate_doctor_who_synopses_with_gpt_3_and_weights_biases_video.py Open in molab
marimo/convert/openai-openai-api-autologger-quickstart/openai_openai_api_autologger_quickstart.py Open in molab
marimo/convert/openai-set-up-gpt-3-in-python-with-the-openai-api-and-weights-biases/openai_set_up_gpt_3_in_python_with_the_openai_api_and_weights_biases.py Open in molab
marimo/convert/paella-image-variations/paella_image_variations.py Open in molab
marimo/convert/paella-multi-conditioning/paella_multi_conditioning.py Open in molab
marimo/convert/paella-orientation-guided-multi-conditioning/paella_orientation_guided_multi_conditioning.py Open in molab
marimo/convert/paella-outpainting/paella_outpainting.py Open in molab
marimo/convert/paella-structural-morphing/paella_structural_morphing.py Open in molab
marimo/convert/paella-text-conditional/paella_text_conditional.py Open in molab
marimo/convert/peft-llama-token-cls/peft_llama_token_cls.py Open in molab
marimo/convert/prompts-prompts-evaluation/prompts_prompts_evaluation.py Open in molab
marimo/convert/prompts-w-b-prompts-with-custom-columns/prompts_w_b_prompts_with_custom_columns.py Open in molab
marimo/convert/prompts-wandb-llm-qa-bot/prompts_wandb_llm_qa_bot.py Open in molab
marimo/convert/prompts-wandb-prompts-quickstart/prompts_wandb_prompts_quickstart.py Open in molab
marimo/convert/pyg-8-node-classification-with-w-b/pyg_8_node_classification_with_w_b.py Open in molab
marimo/convert/pyg-graph-classification-with-pyg-and-w-b/pyg_graph_classification_with_pyg_and_w_b.py Open in molab
marimo/convert/pyg-point-cloud-segmentation-00-eda/pyg_point_cloud_segmentation_00_eda.py Open in molab
marimo/convert/pyg-point-cloud-segmentation-01-dgcnn-train/pyg_point_cloud_segmentation_01_dgcnn_train.py Open in molab
marimo/convert/pyg-point-cloud-segmentation-02-dgcnn-evaluate/pyg_point_cloud_segmentation_02_dgcnn_evaluate.py Open in molab
marimo/convert/pyg-pointnet-classification-00-eda/pyg_pointnet_classification_00_eda.py Open in molab
marimo/convert/pyg-pointnet-classification-01-compare-sampling/pyg_pointnet_classification_01_compare_sampling.py Open in molab
marimo/convert/pyg-pointnet-classification-02-pointnet-plus-plus/pyg_pointnet_classification_02_pointnet_plus_plus.py Open in molab
marimo/convert/pyg-pointnet-classification-03-sweep/pyg_pointnet_classification_03_sweep.py Open in molab
marimo/convert/pytorch-how-does-adding-dropout-affect-model-performance/pytorch_how_does_adding_dropout_affect_model_performance.py Open in molab
marimo/convert/pytorch-lightning-fine-tuning-a-transformer-with-pytorch-lightning/pytorch_lightning_fine_tuning_a_transformer_with_pytorch_lightning.py Open in molab
marimo/convert/pytorch-lightning-image-classification-using-pytorch-lightning/pytorch_lightning_image_classification_using_pytorch_lightning.py Open in molab
marimo/convert/pytorch-lightning-optimize-pytorch-lightning-models-with-weights-biases/pytorch_lightning_optimize_pytorch_lightning_models_with_weights_biases.py Open in molab
marimo/convert/pytorch-lightning-profile-pytorch-code/pytorch_lightning_profile_pytorch_code.py Open in molab
marimo/convert/pytorch-lightning-supercharge-your-training-with-pytorch-lightning-and-weights-and-biases/pytorch_lightning_supercharge_your_training_with_pytorch_lightning_and_weights_and_biases.py Open in molab
marimo/convert/pytorch-lightning-track-pytorch-lightning-with-fabric-and-wandb/pytorch_lightning_track_pytorch_lightning_with_fabric_and_wandb.py Open in molab
marimo/convert/pytorch-lightning-transfer-learning-using-pytorch-lightning/pytorch_lightning_transfer_learning_using_pytorch_lightning.py Open in molab
marimo/convert/pytorch-lightning-wandb-end-to-end-with-pytorch-lightning/pytorch_lightning_wandb_end_to_end_with_pytorch_lightning.py Open in molab
marimo/convert/pytorch-simple-pytorch-integration/pytorch_simple_pytorch_integration.py Open in molab
marimo/convert/raytune-raytune-with-wandb/raytune_raytune_with_wandb.py Open in molab
marimo/convert/raytune-tune-wandb/raytune_tune_wandb.py Open in molab
marimo/convert/rdkit-wb-rdkit/rdkit_wb_rdkit.py Open in molab
marimo/convert/scikit-simple-scikit-integration/scikit_simple_scikit_integration.py Open in molab
marimo/convert/scikit-w-b-k-means-clustering/scikit_w_b_k_means_clustering.py Open in molab
marimo/convert/scikit-wandb-decision-tree/scikit_wandb_decision_tree.py Open in molab
marimo/convert/simpletransformers-simpletransformersqa/simpletransformers_simpletransformersqa.py Open in molab
marimo/convert/spacy-spacy-v3-and-w-b-sweeps/spacy_spacy_v3_and_w_b_sweeps.py Open in molab
marimo/convert/spacy-spacy-v3-and-w-b/spacy_spacy_v3_and_w_b.py Open in molab
marimo/convert/stable-baselines3-stable-baselines3-wandb-experiment-tracking/stable_baselines3_stable_baselines3_wandb_experiment_tracking.py Open in molab
marimo/convert/stylegan-nada-stylegan-nada/stylegan_nada_stylegan_nada.py Open in molab
marimo/convert/super-gradients-yolo-nas-data-analysis/super_gradients_yolo_nas_data_analysis.py Open in molab
marimo/convert/super-gradients-yolo-nas-sweep-run/super_gradients_yolo_nas_sweep_run.py Open in molab
marimo/convert/super-gradients-yolo-nas/super_gradients_yolo_nas.py Open in molab
marimo/convert/tables-log-tables-incrementally/tables_log_tables_incrementally.py Open in molab
marimo/convert/tables-w-b-tables-quickstart/tables_w_b_tables_quickstart.py Open in molab
marimo/convert/tensorboard-tensorboard-and-weights-and-biases/tensorboard_tensorboard_and_weights_and_biases.py Open in molab
marimo/convert/tensorflow-convert-imagenette-tfrecord/tensorflow_convert_imagenette_tfrecord.py Open in molab
marimo/convert/tensorflow-hyperparameter-optimization-in-tensorflow-using-w-b-sweeps/tensorflow_hyperparameter_optimization_in_tensorflow_using_w_b_sweeps.py Open in molab
marimo/convert/tensorflow-tensorflow-initialization-methods/tensorflow_tensorflow_initialization_methods.py Open in molab
marimo/convert/ultralytics-00-inference/ultralytics_00_inference.py Open in molab
marimo/convert/ultralytics-01-train-val/ultralytics_01_train_val.py Open in molab
marimo/convert/wandb-artifacts-artifact-fundamentals/wandb_artifacts_artifact_fundamentals.py Open in molab
marimo/convert/wandb-artifacts-artifacts-quickstart-with-w-b/wandb_artifacts_artifacts_quickstart_with_w_b.py Open in molab
marimo/convert/wandb-artifacts-basic-artifacts-with-w-b/wandb_artifacts_basic_artifacts_with_w_b.py Open in molab
marimo/convert/wandb-artifacts-model-management-guide/wandb_artifacts_model_management_guide.py Open in molab
marimo/convert/wandb-artifacts-train-val-test-split-with-tabular-data/wandb_artifacts_train_val_test_split_with_tabular_data.py Open in molab
marimo/convert/wandb-artifacts-w-b-artifacts-for-auditing-purposes/wandb_artifacts_w_b_artifacts_for_auditing_purposes.py Open in molab
marimo/convert/wandb-artifacts-wandb-artifact-tags/wandb_artifacts_wandb_artifact_tags.py Open in molab
marimo/convert/wandb-artifacts-wandb-artifacts-time-to-live-ttl-walkthrough/wandb_artifacts_wandb_artifacts_time_to_live_ttl_walkthrough.py Open in molab
marimo/convert/wandb-log-configs-in-w-b/wandb_log_configs_in_w_b.py Open in molab
marimo/convert/wandb-log-customize-metric-logging-with-define-metric/wandb_log_customize_metric_logging_with_define_metric.py Open in molab
marimo/convert/wandb-log-image-logging-de-duplication/wandb_log_image_logging_de_duplication.py Open in molab
marimo/convert/wandb-log-log-a-confusion-matrix-with-w-b/wandb_log_log_a_confusion_matrix_with_w_b.py Open in molab
marimo/convert/wandb-log-log-almost-anything-with-w-b-media/wandb_log_log_almost_anything_with_w_b_media.py Open in molab
marimo/convert/wandb-log-logging-strategies-for-high-frequency-data/wandb_log_logging_strategies_for_high_frequency_data.py Open in molab
marimo/convert/wandb-log-plot-precision-recall-curves-with-w-b/wandb_log_plot_precision_recall_curves_with_w_b.py Open in molab
marimo/convert/wandb-log-plot-roc-curves-with-w-b/wandb_log_plot_roc_curves_with_w_b.py Open in molab
marimo/convert/wandb-log-run-names-visualized-using-min-dalle/wandb_log_run_names_visualized_using_min_dalle.py Open in molab
marimo/convert/wandb-log-saving-code-with-w-b/wandb_log_saving_code_with_w_b.py Open in molab
marimo/convert/wandb-log-set-alerts-with-w-b/wandb_log_set_alerts_with_w_b.py Open in molab
marimo/convert/wandb-model-registry-ensembles-in-the-w-b-model-registry/wandb_model_registry_ensembles_in_the_w_b_model_registry.py Open in molab
marimo/convert/wandb-model-registry-model-registry-e2e/wandb_model_registry_model_registry_e2e.py Open in molab
marimo/convert/wandb-model-registry-models-quickstart/wandb_model_registry_models_quickstart.py Open in molab
marimo/convert/wandb-model-registry-new-model-logging-in-w-b/wandb_model_registry_new_model_logging_in_w_b.py Open in molab
marimo/convert/wandb-model-registry-w-b-model-registry-quickstart/wandb_model_registry_w_b_model_registry_quickstart.py Open in molab
marimo/convert/yolo-logging-yolov5-experiments-with-w-b/yolo_logging_yolov5_experiments_with_w_b.py Open in molab
marimo/convert/yolo-train-and-debug-yolov5-models-with-weights-biases/yolo_train_and_debug_yolov5_models_with_weights_biases.py Open in molab
marimo/convert/yolo-wildfire-smoke-detection-with-yolov5-roboflow-and-weights-biases-1/yolo_wildfire_smoke_detection_with_yolov5_roboflow_and_weights_biases_1.py Open in molab

Links track the head of marimo-migration.

github-code-quality[bot]
github-code-quality Bot found potential problems Aug 12, 2026
View reviewed changes
Comment thread colabs/intro/run_quickstart.py Fixed
@ktaletsk ktaletsk mentioned this pull request Aug 12, 2026
Draft
github-code-quality[bot]
github-code-quality Bot found potential problems Aug 19, 2026
View reviewed changes
Comment thread marimo/convert/azure-azure-weave-cookbook-colab/azure_azure_weave_cookbook_colab.py

@app.cell
def _():
model_id = "gpt-4-turbo" # @param {type:"string"}
Comment thread ...ns-logging-timbre-transfer-with-w-b/datasets_predictions_logging_timbre_transfer_with_w_b.py
subprocess.call(['rm', '-r', '$PRETRAINED_DIR', '&>', '/dev/null'])
subprocess.call(['mkdir', '$PRETRAINED_DIR', '&>', '/dev/null']) # Pretrained models.
GCS_CKPT_DIR = 'gs://ddsp/models/timbre_transfer_colab/2021-07-08'
model_dir = os.path.join(GCS_CKPT_DIR, 'solo_%s_ckpt' % model.lower()) # Copy over from gs:// for faster loading.
Comment thread ...ns-logging-timbre-transfer-with-w-b/datasets_predictions_logging_timbre_transfer_with_w_b.py
elif record_or_upload == "URL":
filename = SONG_URL.strip().split('/')[-1]
urlretrieve(SONG_URL, filename)
wav_bytes = open(filename, "rb").read()
Comment thread marimo/convert/azure-azure-gpt-medical-notes/azure_azure_gpt_medical_notes.py
def _():
try:
in_jupyter = True
except ImportError:
Comment thread ...ns-logging-timbre-transfer-with-w-b/datasets_predictions_logging_timbre_transfer_with_w_b.py
loudness_norm = np.reshape(loudness_norm, audio_features['loudness_db'].shape)
audio_features_mod['loudness_db'] = loudness_norm
if autotune:
f0_midi = np.array(ddsp.core.hz_to_midi(audio_features_mod['f0_hz']))
Comment thread marimo/convert/audiocraft-audiocraft/audiocraft_audiocraft.py

mean_spectrum = np.mean(log_Sxx, axis=1)
threshold_low = np.percentile(mean_spectrum, 5)
threshold_high = np.percentile(mean_spectrum, 95)
Comment thread marimo/convert/azure-azure-weave-cookbook-colab/azure_azure_weave_cookbook_colab.py
os.environ["AZURE_AI_STUDIO_API_ENDPOINT"] = userdata.get('AZURE_AI_STUDIO_API_ENDPOINT')
os.environ["AZURE_AI_STUDIO_API_KEY"] = userdata.get('AZURE_AI_STUDIO_API_KEY')

api_version = "v1"
Comment thread marimo/convert/azure-azure-gpt-medical-notes/azure_azure_gpt_medical_notes.py

@app.cell
def _(asyncio, process_medical_record, test_evaluation):
test_results = asyncio.run(test_evaluation.evaluate(process_medical_record))
Comment thread marimo/convert/azure-azure-gpt-medical-notes/azure_azure_gpt_medical_notes.py

@app.cell
def _(asyncio, process_medical_record_azure, test_evaluation):
test_results_azure = asyncio.run(test_evaluation.evaluate(process_medical_record_azure))
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