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oduerr committed Mar 26, 2024
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Expand Up @@ -128,19 +128,19 @@ The course is split in 8 sessions, each 4 lectures long.
- Max Like MNIST [12b_mnist_loglike](https://github.com/tensorchiefs/dl_course_2024/blob/master/notebooks/12b_mnist_loglike.ipynb), [colab](https://colab.research.google.com/github/tensorchiefs/dl_course_2024/blob/master/notebooks/12b_mnist_loglike.ipynb)

- Linear Regression with Tensorflow Probability [13_linreg_with_tfp](https://github.com/tensorchiefs/dl_course_2024/blob/master/notebooks/13_linreg_with_tfp.ipynb), [colab](https://colab.research.google.com/github/tensorchiefs/dl_course_2024/blob/master/notebooks/13_linreg_with_tfp.ipynb)
- Poisson Regression with Tensorflow Probability [14_poisreg_with_tfp](https://github.com/tensorchiefs/dl_course_2024/blob/master/notebooks/14_poisreg_with_tfp.ipynb), [colab](https://colab.research.google.com/github/tensorchiefs/dl_course_2024/blob/master/notebooks/14_poisreg_with_tfp.ipynb)
- Solutions to Exercises:
- [13_Sol](https://github.com/tensorchiefs/dl_course_2024/blob/master/notebooks/13_linreg_with_tfp_sol.ipynb), [colab](https://colab.research.google.com/github/tensorchiefs/dl_course_2024/blob/master/notebooks/13_linreg_with_tfp_sol.ipynb)
- [14_Sol](https://github.com/tensorchiefs/dl_course_2024/blob/master/notebooks/14_poisreg_with_tfp_sol.ipynb), [colab](https://colab.research.google.com/github/tensorchiefs/dl_course_2024/blob/master/notebooks/14_poisreg_with_tfp_sol.ipynb)


- Day 6
- Topics: Flexible CPDs
- Slides: [06_flexible_CPDs](https://github.com/tensorchiefs/dl_course_2024/blob/master/slides/06_flexible_CPDs.pdf)
- Exercises and Homework:
- Poisson Regression with Tensorflow Probability [14_poisreg_with_tfp](https://github.com/tensorchiefs/dl_course_2024/blob/master/notebooks/14_poisreg_with_tfp.ipynb), [colab](https://colab.research.google.com/github/tensorchiefs/dl_course_2024/blob/master/notebooks/14_poisreg_with_tfp.ipynb)
- Regression with Tensorflow Probability on Images [15_faces_regression](https://github.com/tensorchiefs/dl_course_2024/blob/master/notebooks/15_faces_regression.ipynb), [colab](https://colab.research.google.com/github/tensorchiefs/dl_course_2024/blob/master/notebooks/15_faces_regression.ipynb)
- Pretrained Network [16_elephant_in_the_room](https://github.com/tensorchiefs/dl_book/blob/master/chapter_07/nb_ch07_01.ipynb), [colab](https://colab.research.google.com/github/tensorchiefs/dl_book/blob/master/chapter_07/nb_ch07_01.ipynb)
- Solutions to Exercises:
- [14_Sol](https://github.com/tensorchiefs/dl_course_2024/blob/master/notebooks/14_poisreg_with_tfp_sol.ipynb), [colab](https://colab.research.google.com/github/tensorchiefs/dl_course_2024/blob/master/notebooks/14_poisreg_with_tfp_sol.ipynb)
- [15_Sol](https://github.com/tensorchiefs/dl_course_2024/blob/master/notebooks/15_faces_regression_sol.ipynb), [colab](https://colab.research.google.com/github/tensorchiefs/dl_course_2024/blob/master/notebooks/15_faces_regression_sol.ipynb)


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