Differences

This shows you the differences between two versions of the page.

--- datascience [2019/04/14 19:10] – [Data Science] Ganesh
+++ datascience [2020/03/11 19:47] (current) – external edit 127.0.0.1
@@ Line 45: / Line 45: @@
 In that sense, there are a number of free software, open data supporting tools as listed below:
+==== Data Collection, Survey Tools ====
+^ No. ^ Name ^ Type ^ Link ^ License |
+^ 1. | Open Data Kit | Data Collection Suite | [[https://opendatakit.org/|ODK]] | Apache 2.0 |
+^ 2. | Open Rosa | Data Collection | [[https://enketo.org/openrosa/#target|Open Rosa ODK]] | NA |
+^ 3. | GeoODK | Data Collection | [[http://geoodk.com/|Geo ODK]] | NA |
+^ 4. | Kobo Tool Box | Data Collection/Survey | [[https://github.com/kobotoolbox|Kobo Tool Box]] | Apache 2.0 |
+^ 5. | Enketo | Data Collection | [[https://github.com/enketo|Enketo]] | Apache2.0 |
+==== Statistical Analysis, Data Science Tools ====
+^ No. ^ Name ^ Type ^ Link ^ License |
+^ 1. | GNU Scientific Library | Library | [[https://www.gnu.org/software/gsl/|GSL]] | GPL |
+^ 2. | GNU PSPP | Application | [[https://www.gnu.org/software/pspp/|PSPP]] | GPLv3 |
+^ 3. | Gretl | Application, Econometrics | [[http://git.code.sf.net/p/gretl/git|gretl]] | GPLv3 |
+^ 4. | SciKitLearn | Library | [[https://scikit-learn.org/|scikit-learn]] | New BSD |
+^ 5. | Orange | Application, DM & ML | [[https://orange.biolab.si/|Orange]] | GPLv3 |
+^ 6. | R | Application, Library | [[https://www.r-project.org/|R]] | GPLv2 |
+^ 7. | Jamovi | Applicaiton, Library | [[https://github.com/jamovi|Jamovi]] | AGPLv3, GPL2+ |
+^ 8. | Shogun | Application, Library | [[http://www.shogun-toolbox.org/|ShogunToolbox]] | BSD 3 Clause |
+^ 9. | Stan | Library, Modeling | [[https://mc-stan.org/|Stan]] | New BSD, GPLv3 |
+^ 10. | Pandas | Library | [[https://pandas.pydata.org/|Pandas]] | BSD |
+^ 11. | Xarray | Library | [[http://xarray.pydata.org/en/stable/|xarray]] | Apache |
+^ 12. | SOFA | Application | [[http://www.sofastatistics.com/home.php|SOFA]] | AGPLv3 |
+^ 13. | GNU Data Language | Application, Library | [[https://github.com/gnudatalanguage|GDL]] | GPLv2 |
+^ 14. | SciPy | Library | [[https://www.scipy.org/scipylib/index.html|SciPy]] | [[https://www.scipy.org/scipylib/license.html|License]] |
+^ 15. | Numpy | Library | [[http://www.numpy.org/|NumPy]] | BSD |
+**To Learn DataScience** : https://datalab.cc/
+==== Data Visualization ====
+^ No. ^ Name ^ Type ^ Link ^ License |
+^ 1. | Rawgraphs | Vector Data Visualization based on D3 | [[https://github.com/densitydesign/raw/|Rawgraphs]] | Apache 2.0 |