SciPy and NumPy

✍ Scribed by Eli Bressert

• Publisher: O'Reilly Media
• Year: 2012
• Tongue: English
• Leaves: 67
• Category: Library

✦ Table of Contents

SciPy and NumPy......Page 3
Table of Contents......Page 5
Preface......Page 7
1.1 Why SciPy and NumPy?......Page 11
1.2 Getting NumPy and SciPy......Page 12
1.3 Working with SciPy and NumPy......Page 13
2.1 NumPy Arrays......Page 15
2.2 Boolean Statements and NumPy Arrays......Page 20
2.3 Read and Write
......Page 22
2.4 Math
......Page 24
3.1 Optimization and Minimization......Page 27
3.2 Interpolation......Page 32
3.3 Integration......Page 36
3.4 Statistics......Page 38
3.5 Spatial and Clustering Analysis......Page 42
3.6 Signal and Image Processing......Page 48
3.7 Sparse Matrices......Page 50
3.8 Reading andWriting Files Beyond NumPy
......Page 51
4.1 Scikit-Image......Page 53
4.2 Scikit-Learn
......Page 58
5.2 What’s Next?
......Page 65
About the Author......Page 67