├── README.md ├── bayesian-statistics ├── Modelling_M&Ms_AHW.ipynb ├── Modelling_M&Ms_Solutions_AHW2022.ipynb ├── dhuppenkothen_ahw_bayesianstats.pdf ├── mm_counts.csv └── mm_smallsample.jpg ├── day2_ml_tutorial ├── 01-intro-machine-learning.ipynb ├── 01-intro-machine-learning_answers.ipynb ├── 02-deep-learning.ipynb ├── 02-deep-learning_answers.ipynb └── README.md └── monday_ml_tutorial ├── .gitignore ├── README.md ├── deepmerge ├── download_data.py ├── prepare_data.py └── train_cnn.py ├── original_notebook.ipynb ├── requirements.txt └── trim_fits.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AstroHackWeek/AstroHackWeek2022/HEAD/README.md -------------------------------------------------------------------------------- /bayesian-statistics/Modelling_M&Ms_AHW.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AstroHackWeek/AstroHackWeek2022/HEAD/bayesian-statistics/Modelling_M&Ms_AHW.ipynb -------------------------------------------------------------------------------- /bayesian-statistics/Modelling_M&Ms_Solutions_AHW2022.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AstroHackWeek/AstroHackWeek2022/HEAD/bayesian-statistics/Modelling_M&Ms_Solutions_AHW2022.ipynb -------------------------------------------------------------------------------- /bayesian-statistics/dhuppenkothen_ahw_bayesianstats.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AstroHackWeek/AstroHackWeek2022/HEAD/bayesian-statistics/dhuppenkothen_ahw_bayesianstats.pdf -------------------------------------------------------------------------------- /bayesian-statistics/mm_counts.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AstroHackWeek/AstroHackWeek2022/HEAD/bayesian-statistics/mm_counts.csv -------------------------------------------------------------------------------- /bayesian-statistics/mm_smallsample.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AstroHackWeek/AstroHackWeek2022/HEAD/bayesian-statistics/mm_smallsample.jpg -------------------------------------------------------------------------------- /day2_ml_tutorial/01-intro-machine-learning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AstroHackWeek/AstroHackWeek2022/HEAD/day2_ml_tutorial/01-intro-machine-learning.ipynb -------------------------------------------------------------------------------- /day2_ml_tutorial/01-intro-machine-learning_answers.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AstroHackWeek/AstroHackWeek2022/HEAD/day2_ml_tutorial/01-intro-machine-learning_answers.ipynb -------------------------------------------------------------------------------- /day2_ml_tutorial/02-deep-learning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AstroHackWeek/AstroHackWeek2022/HEAD/day2_ml_tutorial/02-deep-learning.ipynb -------------------------------------------------------------------------------- /day2_ml_tutorial/02-deep-learning_answers.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AstroHackWeek/AstroHackWeek2022/HEAD/day2_ml_tutorial/02-deep-learning_answers.ipynb -------------------------------------------------------------------------------- /day2_ml_tutorial/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AstroHackWeek/AstroHackWeek2022/HEAD/day2_ml_tutorial/README.md -------------------------------------------------------------------------------- /monday_ml_tutorial/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AstroHackWeek/AstroHackWeek2022/HEAD/monday_ml_tutorial/.gitignore -------------------------------------------------------------------------------- /monday_ml_tutorial/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AstroHackWeek/AstroHackWeek2022/HEAD/monday_ml_tutorial/README.md -------------------------------------------------------------------------------- /monday_ml_tutorial/deepmerge/download_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AstroHackWeek/AstroHackWeek2022/HEAD/monday_ml_tutorial/deepmerge/download_data.py -------------------------------------------------------------------------------- /monday_ml_tutorial/deepmerge/prepare_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AstroHackWeek/AstroHackWeek2022/HEAD/monday_ml_tutorial/deepmerge/prepare_data.py -------------------------------------------------------------------------------- /monday_ml_tutorial/deepmerge/train_cnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AstroHackWeek/AstroHackWeek2022/HEAD/monday_ml_tutorial/deepmerge/train_cnn.py -------------------------------------------------------------------------------- /monday_ml_tutorial/original_notebook.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AstroHackWeek/AstroHackWeek2022/HEAD/monday_ml_tutorial/original_notebook.ipynb -------------------------------------------------------------------------------- /monday_ml_tutorial/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AstroHackWeek/AstroHackWeek2022/HEAD/monday_ml_tutorial/requirements.txt -------------------------------------------------------------------------------- /monday_ml_tutorial/trim_fits.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AstroHackWeek/AstroHackWeek2022/HEAD/monday_ml_tutorial/trim_fits.py --------------------------------------------------------------------------------