Computational Astrophysics

Public repository for the Computational Astrophysics course at the Observatorio Astronómico Nacional.

Name		Name	Last commit message	Last commit date
Latest commit History 159 Commits
00. Intro		00. Intro
01. Fundamental Algorithms		01. Fundamental Algorithms
02. Data in Astrophysics		02. Data in Astrophysics
03. SQL_Intro		03. SQL_Intro
04. Cross-match Catalogues		04. Cross-match Catalogues
05. Statistics Basics		05. Statistics Basics
06. Data Analysis. Supernoavae		06. Data Analysis. Supernoavae
07. Curve Fitting		07. Curve Fitting
08. Regression		08. Regression
09. ML I. Regression		09. ML I. Regression
10. ML II. Logistic Regression (Classification)		10. ML II. Logistic Regression (Classification)
11. ML III. Decision Trees		11. ML III. Decision Trees
12. ML IV. Clustering		12. ML IV. Clustering
13. AstroML		13. AstroML
14. Perceptron		14. Perceptron
15. Simple NN		15. Simple NN
16. Classification Networks		16. Classification Networks
17. Image Classification NN		17. Image Classification NN
18. Convolution		18. Convolution
19. Convolutional NN 01		19. Convolutional NN 01
20. Convolutional NN 02		20. Convolutional NN 02
21. Time Series NN		21. Time Series NN
22. Fourier Transform		22. Fourier Transform
23. Montecarlo Methods		23. Montecarlo Methods
24. ODEs I. Euler and RK		24. ODEs I. Euler and RK
25. ODEs II. Simplectic Integrators		25. ODEs II. Simplectic Integrators
26. ODEs III. Barnes-Hut Algorithm		26. ODEs III. Barnes-Hut Algorithm
27. ODEs IV. Python Integrators		27. ODEs IV. Python Integrators
28. ODEs V. BVPs		28. ODEs V. BVPs
29. PDE I. Introduction. Finite Differences		29. PDE I. Introduction. Finite Differences
30. PDE II. Finite Volumes		30. PDE II. Finite Volumes
31. PDE III. Spectral Methods		31. PDE III. Spectral Methods
32. PDE IV. Poisson and Laplace Equations		32. PDE IV. Poisson and Laplace Equations
33. PDE V. Difussion Equation		33. PDE V. Difussion Equation
34. PDE VI. Wave Equation		34. PDE VI. Wave Equation
35. HD		35. HD
36. SPH		36. SPH
37. LB		37. LB
38. PINNs		38. PINNs
39. PINNs (other)		39. PINNs (other)
40. GW		40. GW
41. Genetic Algorithm		41. Genetic Algorithm
42. PyGame. hypercubes		42. PyGame. hypercubes
43. Sunpy (Extra)		43. Sunpy (Extra)
keynotes		keynotes
.gitattributes		.gitattributes
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
logo.PNG		logo.PNG

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