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UdayLab#2 ReadMe file give the information about the latest version, …
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…newly added algorithms, and optimized algorithms in Recent updates.
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vanithakattumuri committed May 1, 2024
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Expand Up @@ -70,12 +70,10 @@ PAttern MIning (PAMI) is a Python library containing several algorithms to disco

- **Version 2024.05.01:**
In this latest version, the following updates have been made:
- New algorithms have been added, including **Gspan and TKG** in subgraphMining.
- In the Synthetic Data Generator, **transactional database, temporal database, and geo-referenced transactional database** have been included.
- Performance improvements have been made to **Apriori, Aprioribitset, ECLAT, ECLATbitset, FPGrowth, and CHARM** algorithms in **Frequent Pattern Mining**.
- Version 2023.07.07: New algorithms: cuApriroi, cuAprioriBit, cuEclat, cuEclatBit, gPPMiner, cuGPFMiner, FPStream, HUPMS, SHUPGrowth New codes to generate synthetic databases
- Version 2023.06.20: Fuzzy Partial Periodic, Periodic Patterns in High Utility, Code Documentation, help() function Update
- Version 2023.03.01: prefixSpan and SPADE
- Included two new algorithms, **Gspan and TKG**, for frequent subgraph mining.
- Updated three Synthetic Data Generator, **transactional database, temporal database, and geo-referenced transactional database**.
- Optimized the following frequent pattern mining algorithms: **Apriori, Aprioribitset, ECLAT, ECLATbitset, FPGrowth, and CHARM**.
- startMine() function has been deprecated to mine() function.

Total number of algorithms: 83

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