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Data Science Persona #14

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7c17189
Created files for the data science persona
jonahjung22 Jul 17, 2025
2e85525
Rebuilt the framework, implementing an agent and autogluon tools
jonahjung22 Jul 18, 2025
e04033d
enhancing ml modeling capabilities
jonahjung22 Jul 22, 2025
8445498
modified toml
jonahjung22 Jul 22, 2025
00d44e4
improved autogluoon tool data reading capabilities; agent greeting ha…
jonahjung22 Jul 22, 2025
bdb5966
Changed agent features, new test notebook, and autogluon data handling
jonahjung22 Jul 23, 2025
a7aa9c7
updated toml
jonahjung22 Jul 23, 2025
1133b34
Merge branch 'main' into pocketflow-ds
jonahjung22 Jul 23, 2025
97d63fc
Updated README file
jonahjung22 Jul 24, 2025
a484210
added greetings
jonahjung22 Jul 24, 2025
ae865d4
file added to wrong branch
jonahjung22 Jul 24, 2025
238d4da
modified file reading capabilitiesand data injestion
jonahjung22 Jul 24, 2025
732553e
refined test files and persona main code
jonahjung22 Jul 28, 2025
a479d48
new dataset recommendation tool feature
jonahjung22 Jul 28, 2025
060bc1c
added test files
jonahjung22 Jul 29, 2025
e0de226
enhanced autogluon model training capabilties and improve dataset_rec…
jonahjung22 Jul 29, 2025
a8fd8d9
separated nodes and agent into separate files after improvements to t…
jonahjung22 Jul 29, 2025
c420dbd
removing lines
jonahjung22 Jul 29, 2025
4319942
enhanced featurse and removed unnecessary code
jonahjung22 Jul 29, 2025
4e25b7a
improved strategy implementation
jonahjung22 Jul 29, 2025
0c96efc
modified toml and test case
jonahjung22 Jul 29, 2025
466549c
minor changes for better prompting with train_ml decision
jonahjung22 Jul 29, 2025
90bc37e
adding PR fixes and code logic, calling the llm for domain type, and …
jonahjung22 Jul 30, 2025
8bf6646
updated README
jonahjung22 Jul 30, 2025
a4f9b86
autogluon tool domain extraction improvement
jonahjung22 Aug 1, 2025
2129aad
optimizing code for review
jonahjung22 Aug 2, 2025
a0909bb
fixing unit test dependency failure
jonahjung22 Aug 2, 2025
7185762
dependency change
jonahjung22 Aug 2, 2025
9d12ec1
Dependency fix
jonahjung22 Aug 2, 2025
ad17651
Dependency fix
jonahjung22 Aug 4, 2025
5d32d39
Dependency fix
jonahjung22 Aug 4, 2025
c828dff
Dependency fix
jonahjung22 Aug 4, 2025
7c15a81
dependency fix
jonahjung22 Aug 4, 2025
a9b2d16
removing un-related data science persona files
jonahjung22 Aug 4, 2025
9176ab8
removed unnecessary comment, fixed logic of the autogluon and data re…
jonahjung22 Aug 7, 2025
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3 changes: 3 additions & 0 deletions README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -51,6 +51,9 @@ pip install -e ".[<optional-dependencies>]"
| finance_persona | finance |
| emoji_persona | emoji |
| software_team_persona | software_team |
| data_analytics_persona | data_analytics |
| data_science_persona | data_science |
| context_retrieval_persona | context_retriever |

## Example: The Emoji Persona

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