diff --git a/README.md b/README.md index 022b42e..d3ba6d6 100644 --- a/README.md +++ b/README.md @@ -5,7 +5,7 @@ This repository contains the full materials for the MiCM Workshop: Introduction ## Workshop Overview **Audience:** Researchers, trainees, students interested in supervised learning. -**Duration:** ~4 hours + breaks. +**Duration:** ~2 hours. **Focus:** Regression, classification, regularization, nonlinearity, and MLPs for medical tabular data. **Tools:** Python, pandas, scikit-learn, and matplotlib. @@ -19,13 +19,13 @@ You don't have to install everything for today's workshop. | Notebook | Colab Link | |----------|------------| -| 00 Intro | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/QLS-MiCM_Introduction_to_supervised_machine_learning/blob/main/Exercises/workbooks/00_intro_and_data_exploration.ipynb) | -| 01 Regression | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/QLS-MiCM_Introduction_to_supervised_machine_learning/blob/main/Exercises/workbooks/01_linear_regression_medical.ipynb) | -| 02 Regularization | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/QLS-MiCM_Introduction_to_supervised_machine_learning/blob/main/Exercises/workbooks/02_regularization_high_dim_medical.ipynb) | -| 03 Nonlinearity| [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/QLS-MiCM_Introduction_to_supervised_machine_learning/blob/main/Exercises/workbooks/03_feature_engineering_and_nonlinearity.ipynb) | -| 04 MLP | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/QLS-MiCM_Introduction_to_supervised_machine_learning/blob/main/Exercises/workbooks/04_mlp_for_tabular_medical.ipynb) | -| 05 Hyperparameters | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/QLS-MiCM_Introduction_to_supervised_machine_learning/blob/main/Exercises/workbooks/05_training_mechanics_and_eval.ipynb) | -| 06 Hackathon | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/QLS-MiCM_Introduction_to_supervised_machine_learning/blob/main/Exercises/workbooks/06_hackathon_template.ipynb) | +| 00 Intro | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/SupervisedML/blob/main/Exercises/workbooks/00_intro_and_data_exploration.ipynb) | +| 01 Regression | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/SupervisedML/blob/main/Exercises/workbooks/01_linear_regression_medical.ipynb) | +| 02 Regularization | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/SupervisedML/blob/main/Exercises/workbooks/02_regularization_high_dim_medical.ipynb) | +| 03 Nonlinearity| [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/SupervisedML/blob/main/Exercises/workbooks/03_feature_engineering_and_nonlinearity.ipynb) | +| 04 MLP | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/SupervisedML/blob/main/Exercises/workbooks/04_mlp_for_tabular_medical.ipynb) | +| 05 Hyperparameters | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/SupervisedML/blob/main/Exercises/workbooks/05_training_mechanics_and_eval.ipynb) | +| 06 Hackathon | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/QLS-MiCM/SupervisedML/blob/main/Exercises/workbooks/06_hackathon_template.ipynb) | ## Repository Structure ``` @@ -66,10 +66,6 @@ QLS-MiCM_Introduction_to_supervised_machine_learning-main/ └── 06_hackathon_template.ipynb ``` -## Collab notebooks - -Will make this week. - ## Installation and Setup ### 1. Clone or Download ```bash diff --git a/Slides/PDFs/00_intro.pdf b/Slides/PDFs/00_intro.pdf index d7bc0a4..cd1432d 100644 Binary files a/Slides/PDFs/00_intro.pdf and b/Slides/PDFs/00_intro.pdf differ diff --git a/Slides/PDFs/06_hackathon.pdf b/Slides/PDFs/06_hackathon.pdf index 5b43c15..ba0220e 100644 Binary files a/Slides/PDFs/06_hackathon.pdf and b/Slides/PDFs/06_hackathon.pdf differ diff --git a/Slides/figures/06_feedback_qr.png b/Slides/figures/06_feedback_qr.png index 504a4fc..8d768f5 100644 Binary files a/Slides/figures/06_feedback_qr.png and b/Slides/figures/06_feedback_qr.png differ diff --git a/Slides/markdown/00_intro.md b/Slides/markdown/00_intro.md index e5a26eb..97fc512 100644 --- a/Slides/markdown/00_intro.md +++ b/Slides/markdown/00_intro.md @@ -8,7 +8,8 @@ paginate: true ### QLS–MiCM Workshop -**Instructor:** James Randolph +**Instructor:** Najia Bouaddouch +**Facilitator:** Seyla Wickramasinghe **Section:** Introduction --- diff --git a/package-lock.json b/package-lock.json index 968aa74..3af9364 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,21 +1,24 @@ { - 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