This author correction addresses several errors and inaccuracies in the original publication of the article "SciPy 1.0: fundamental algorithms for scientific computing in Python." The corrections include: 1. **Corresponding Author Designation**: The corresponding author designation was missing for Matt Haberland and Tyler Reddy. 2. **Affiliation**: Evgeni Burovski's affiliation was incorrectly listed as Higher School of Economics; it should be National Research University, Higher School of Economics. 3. **Box 1 Title**: The title "Excerpt from the SciPy 0.1 release announcement (typos corrected)" has been added to Box 1, and the text has been reorganized to correct typos and improve clarity. 4. **ndimage Section**: "nonlinear filter" has been changed to plural. 5. **SciPy Maturity Section**: A phrase has been added to emphasize the use of best practices in the expansion of the library. 6. **Table 2**: "Inequality constraint" has been changed to plural. 7. **Nonlinear Optimization Section**: "scipy.optimize.differentialevolution" has been corrected to "scipy.optimize.differential_evolution." 8. **Maintainers and Contributors Section**: The URL for the SciPy developer guide has been updated, and the text has been revised for clarity. 9. **Table 2 Entries**: Entries in the first column have been changed from capitalized to lowercase. 10. **Discussion Section**: A URL in the second paragraph has been corrected. These corrections have been made to the print, HTML, and PDF versions of the article. The article is published under a Creative Commons Attribution 4.0 International License.This author correction addresses several errors and inaccuracies in the original publication of the article "SciPy 1.0: fundamental algorithms for scientific computing in Python." The corrections include: 1. **Corresponding Author Designation**: The corresponding author designation was missing for Matt Haberland and Tyler Reddy. 2. **Affiliation**: Evgeni Burovski's affiliation was incorrectly listed as Higher School of Economics; it should be National Research University, Higher School of Economics. 3. **Box 1 Title**: The title "Excerpt from the SciPy 0.1 release announcement (typos corrected)" has been added to Box 1, and the text has been reorganized to correct typos and improve clarity. 4. **ndimage Section**: "nonlinear filter" has been changed to plural. 5. **SciPy Maturity Section**: A phrase has been added to emphasize the use of best practices in the expansion of the library. 6. **Table 2**: "Inequality constraint" has been changed to plural. 7. **Nonlinear Optimization Section**: "scipy.optimize.differentialevolution" has been corrected to "scipy.optimize.differential_evolution." 8. **Maintainers and Contributors Section**: The URL for the SciPy developer guide has been updated, and the text has been revised for clarity. 9. **Table 2 Entries**: Entries in the first column have been changed from capitalized to lowercase. 10. **Discussion Section**: A URL in the second paragraph has been corrected. These corrections have been made to the print, HTML, and PDF versions of the article. The article is published under a Creative Commons Attribution 4.0 International License.