MLSysOps MLE-agent issues

MLSysOps / MLE-agent

MLE-Agent is designed to be a pair coding agent for machine learning engineers and researchers. Support OpenAI and Ollama.

MIT License

16 stars 1 forks source link

issues

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[WIP] add a `mle kaggle` cli and make it into a chat manner

#98 HuaizhengZhang opened 1 day ago
0
[misc] add update to `mle config --update` so I dont need to re-input everything every time I want to update my configure

#97 HuaizhengZhang opened 1 day ago
0
[misc] add `mle project delete --all`

#96 HuaizhengZhang opened 1 day ago
0
make kaggle a seperate cli and improve it to a chat assistant

#95 HuaizhengZhang opened 1 day ago
0
[MRG] remove web code (temporary) and flake8 the project

#94 HuaizhengZhang closed 1 day ago
1
[WIP] Reproduce Agent

#93 huangyz0918 opened 1 week ago
0
Code reproduction

#92 huangyz0918 opened 1 week ago
0
[MRG] feat: search github codes to enhance the code generation

#91 leeeizhang closed 5 days ago
0
[MRG] quickfix: fail to run on non-kaggle environment

#90 leeeizhang closed 1 week ago
0
[Bug] fail to run on non-kaggle environment

#89 leeeizhang closed 1 week ago
0
[reflect agent] error message and function collection

#88 HuaizhengZhang opened 1 week ago
0
add kaggle mode to the readme

#87 HuaizhengZhang closed 1 week ago
0
prompt session is not called

#86 HuaizhengZhang closed 1 day ago
1
[MRG] add vary basic kaggle workflow and fix some small issues

#85 HuaizhengZhang closed 1 week ago
0
[LM Pipeline] learn to use different LM tools to generate LM finetuning pipeline

#84 leeeizhang closed 5 days ago
2
distinguish system-level & project-level settings more clear

#83 HuaizhengZhang opened 2 weeks ago
0
pip install errors

#82 HuaizhengZhang closed 2 weeks ago
0
[MRG] user can set wandb, add mlops tool in prompt, fix small issues

#81 HuaizhengZhang closed 2 weeks ago
0
[MRG] add demo video

#80 HuaizhengZhang closed 3 weeks ago
0
Improve the code generation with accuratemulated steps

#79 huangyz0918 opened 3 weeks ago
1
Improved CLI UI

#78 huangyz0918 closed 1 week ago
0
re-generate the dependency after the code updated while debugging

#77 huangyz0918 opened 3 weeks ago
0
[MRG] add warning and support llms

#76 HuaizhengZhang closed 3 weeks ago
0
[MRG] Update README.md: Removed the Acknowledgements

#75 huangyz0918 closed 3 weeks ago
0
Update README.md

#74 huangyz0918 closed 3 weeks ago
0
[MRG] feat: display planning as the DAG cards

#73 leeeizhang closed 3 weeks ago
1
[MRG] quickfix: filename generating in wrong format

#72 leeeizhang closed 3 weeks ago
0
[Bug] filename generating error in step 1

#71 leeeizhang closed 3 weeks ago
0
Display the planning as DAG

#70 leeeizhang closed 3 weeks ago
0
Extract SkyPilot related functions into toolkit

#69 huangyz0918 opened 3 weeks ago
0
[MRG] update readme and add roadmap

#68 HuaizhengZhang closed 3 weeks ago
0
Let the agent to provision the cloud resource

#67 huangyz0918 opened 3 weeks ago
0
[MRG] Support SkyPilot launch cloud tasks

#66 huangyz0918 closed 3 weeks ago
1
improve the CLI interface using rich

#65 huangyz0918 closed 3 weeks ago
0
task selection should through web+agent rather than a fixed yml

#64 HuaizhengZhang opened 3 weeks ago
0
[MRG] Improve the code exector and cloud launcher

#63 huangyz0918 closed 3 weeks ago
1
search and download public dataset for a quick start if no data info is provided

#62 HuaizhengZhang closed 2 weeks ago
0
extend requirement using RAG and ask users to confirm or provide more information

#61 HuaizhengZhang opened 3 weeks ago
0
[MRG] add more options for filename, dataset, task, and models

#60 HuaizhengZhang closed 3 weeks ago
2
[MRG] fix several issues

#59 HuaizhengZhang closed 3 weeks ago
0
select cloud/local/just_generate_code before code execution

#58 HuaizhengZhang closed 3 weeks ago
0
Is the code execution and reflectiona necessary step?

#57 huangyz0918 closed 3 weeks ago
1
KeyError: 'search_engine' not in the config.

#56 huangyz0918 closed 3 weeks ago
2
[search] improve search config and summarize the error info and search results

#55 HuaizhengZhang opened 4 weeks ago
0
[MRG] search agent for debug

#54 HuaizhengZhang closed 4 weeks ago
3
improve plan agent to a chatbot so to provide more nature communication to understand user requirement

#53 HuaizhengZhang opened 1 month ago
0
list more task / model arch options so users can choose themselves

#52 HuaizhengZhang closed 3 weeks ago
0
[MRG] Initialize the Web

#51 huangyz0918 closed 4 weeks ago
0
setup wandb account in the config

#49 HuaizhengZhang closed 2 weeks ago
2
I purposely to make `self.requirement` and `self.project.requirment` different for now

#48 HuaizhengZhang closed 3 weeks ago
1