2018 CBPF Python Summer Camp

19 Feb 2018, 09:00 → 28 Feb 2018, 18:00 America/Sao_Paulo

Other Institutes

pythoncamp.pdf

Monday 19 February

10:00 → 10:20 Welcome

SummerCamp.pdf

10:20 → 11:20 Projects: Condensed Matter

Speaker: Tobias Micklitz (CBPF)

TopologicalInsulators.ipynb

11:20 → 12:20 Project: Machine Learning

Speaker: Holanda Linneu (CBPF)

Classifying the Iris dataset with KNN and PLA - st version.ipynb

Classifying the Iris dataset with KNN and PLA-summer3.ipynb

Classifying the Iris dataset with KNN st version.ipynb

loading_datasets.ipynb

12:20 → 14:00 Lunch Break

14:00 → 15:00 Projects: Particle Physics

Speaker: Carsten Hensel (CBPF - Brazilian Center for Physics Research (BR))

breit_wigner.py

luminosities.png

Step-by-step example of applyint a NN

Notebooks HEP_Skeleton.ipynb HEP_Skeleton_v2.ipynb

Videos How do Machines Learn? What is a Neural Network?

Z0 Data

• z0_data1.h5
• z0_data2.h5
• z0_data3.h5
• z0_data4.h5
• z0_data5.h5
• z0_data6.h5
• z0_data7.h5
• z0_mc_ee.h5
• z0_mc_mm.h5
• z0_mc_qq.h5
• z0_mc_tt.h5

15:00 → 16:00 Project Discussion

16:00 → 17:00 Python Installation Helpline

23:50 → 02:00 Lunch Break

Tuesday 20 February

10:00 → 11:00 An Introduction to Jupyter Notebooks

Notebooks

• busy.png
• cellrun.png
• celltype.png
• connected.png
• connection-lost.png
• dashboard.png
• editmode.png
• interrupt.png
• Jupyter-getting-started.ipynb
• restart.png

11:00 → 12:00 Projects Q&A

12:00 → 14:00 Lunch Break

14:00 → 17:00 Project Work

Wednesday 21 February

10:00 → 17:05 Project Work

Thursday 22 February

10:00 → 17:00 Project Work

Friday 23 February

10:00 → 17:00 Project Work

Monday 26 February

10:00 → 14:00 Project Work

14:00 → 16:00 Parallel Programming in C

Speaker: Leonardo Cirto

16:00 → 17:00 Web scraping with Python

Speaker: Alexandre Gonçalves (CBPF)

Tuesday 27 February

09:00 → 12:00 Presentation of Results 1

12:00 → 14:00 Lunch Break

14:00 → 17:00 Invited Talks 1

14:00 Machine Learning and Tabletop Science

Speaker: Dr Peter Bryant (IBM)

pwbryant_cbpf2018.pdf

16:00 A transformação digital do setor de Óleo e gás e o papel da inteligência artificial

Speaker: Francois Laferriere

Wednesday 28 February

09:00 → 12:00 Presentation of Results 3

12:00 → 14:00 Lunch Break

14:00 → 17:00 Invited Talks 2

17:00 → 17:30 Close-out Session