microsoft / monitors4codegen

Code and Data artifact for NeurIPS 2023 paper - "Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context". `multispy` is a lsp client library in Python intended to be used to build applications around language servers.

Date Created 2023-11-04 (about a year ago)
Commits 38 (last one 6 months ago)
Stargazers 240 (1 this week)
Watchers 9 (0 this week)
Forks 28
License mit
Ranking

RepositoryStats indexes 622,269 repositories, of these microsoft/monitors4codegen is ranked #163,341 (74th percentile) for total stargazers, and #228,148 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #29,170/126,223.

microsoft/monitors4codegen is also tagged with popular topics, for these it's ranked: ai (#1,576/4622),  llm (#1,237/3355),  artificial-intelligence (#818/2234),  dataset (#325/1205),  large-language-models (#465/1183),  transformer (#392/1060),  code-generation (#134/394),  codegen (#68/178),  language-server-protocol (#78/154)

Other Information

microsoft/monitors4codegen has 3 open pull requests on Github, 12 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there is 1 open issue and 3 closed issues.

Homepage URL: https://www.microsoft.com/en-us/research/publication/guiding-language-models-of-code-with-global-context-using-monitors/

Star History

Github stargazers over time

250250200200150150100100505000Dec '23Dec '2320242024Feb '24Feb '24Mar '24Mar '24Apr '24Apr '24May '24May '24Jun '24Jun '24Jul '24Jul '24Aug '24Aug '24Sep '24Sep '24Oct '24Oct '24Nov '24Nov '24Dec '24Dec '2420252025Feb '25Feb '25Mar '25Mar '25

Watcher History

Github watchers over time, collection started in '23

998.58.5887.57.5776.56.5665.55.555Dec '23Dec '2320242024Feb '24Feb '24Mar '24Mar '24Apr '24Apr '24May '24May '24Jun '24Jun '24Jul '24Jul '24Aug '24Aug '24Sep '24Sep '24Oct '24Oct '24Nov '24Nov '24Dec '24Dec '2420252025Feb '25Feb '25

Recent Commit History

38 commits on the default branch (main) since jan '22

40403535303025252020151510105500Dec '23Dec '2320242024Feb '24Feb '24Mar '24Mar '24Apr '24Apr '24May '24May '24Jun '24Jun '24Jul '24Jul '24Aug '24Aug '24Sep '24Sep '24Oct '24Oct '24Nov '24Nov '24Dec '24Dec '2420252025Feb '25Feb '25Mar '25Mar '25

Yearly Commits

Commits to the default branch (main) per year

1111110.50.500000020242024

Issue History

Total Issues
Open Issues
Closed Issues
887766554433221100Dec '23Dec '2320242024Feb '24Feb '24Mar '24Mar '24Apr '24Apr '24May '24May '24Jun '24Jun '24Jul '24Jul '24Aug '24Aug '24Sep '24Sep '24Oct '24Oct '24Nov '24Nov '24Dec '24Dec '2420252025Feb '25Feb '25Mar '25Mar '25

Languages

The only known language in this repository is Python

PythonPython

updated: 2025-03-02 @ 01:00pm, id: 714439630 / R_kgDOKpV7zg