TDApplied

Machine Learning and Inference for Topological Data Analysis

CRAN Package

Topological data analysis is a powerful tool for finding non-linear global structure in whole datasets. The main tool of topological data analysis is persistent homology, which computes a topological shape descriptor of a dataset called a persistence diagram. 'TDApplied' provides useful and efficient methods for analyzing groups of persistence diagrams with machine learning and statistical inference, and these functions can also interface with other data science packages to form flexible and integrated topological data analysis pipelines.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 558 times in the last 30 days. More downloads than an obscure whitepaper, but not enough to bring down any servers. A solid effort! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 4 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
47 downloadsMar 4, 2025
30 downloadsMar 5, 2025
4 downloadsMar 6, 2025
4 downloadsMar 7, 2025
43 downloadsMar 8, 2025
1 downloadsMar 9, 2025
1 downloadsMar 10, 2025
18 downloadsMar 11, 2025
8 downloadsMar 12, 2025
47 downloadsMar 13, 2025
4 downloadsMar 14, 2025
30 downloadsMar 15, 2025
2 downloadsMar 16, 2025
25 downloadsMar 17, 2025
27 downloadsMar 18, 2025
9 downloadsMar 19, 2025
7 downloadsMar 20, 2025
18 downloadsMar 21, 2025
19 downloadsMar 22, 2025
11 downloadsMar 23, 2025
51 downloadsMar 24, 2025
7 downloadsMar 25, 2025
6 downloadsMar 26, 2025
5 downloadsMar 27, 2025
72 downloadsMar 28, 2025
1 downloadsMar 29, 2025
3 downloadsMar 30, 2025
2 downloadsMar 31, 2025
52 downloadsApr 1, 2025
4 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
1
72

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 5,606 times in the last 365 days. Impressive! The kind of number that makes colleagues ask, 'How did you do it?' The day with the most downloads was Feb 20, 2025 with 90 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


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Dependencies

  • Imports8 packages
  • Suggests7 packages
  • Linking To1 package