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MLSysOps
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MLE-agent
MLE-Agent is designed to be a pair coding agent for machine learning engineers and researchers. Support OpenAI and Ollama.
MIT License
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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
web
#47
huangyz0918
closed
3 days ago
0
[MRG] Using database to manage projects
#46
huangyz0918
closed
1 month ago
0
[JSON] make sure the generated plan is json mode
#45
HuaizhengZhang
opened
1 month ago
2
[MRG] add reflect agent and do more refactoring
#44
HuaizhengZhang
closed
1 month ago
3
project switching
#43
huangyz0918
closed
1 month ago
1
[MRG] refactor code generator with setup agent and reflector
#42
HuaizhengZhang
closed
1 month ago
2
[MRG] refactor the dependency generator to setup agent
#41
HuaizhengZhang
closed
1 month ago
0
[bug] only install the first dependency
#40
HuaizhengZhang
closed
1 month ago
0
add code executor with setup checker and debug reflector
#39
HuaizhengZhang
closed
1 month ago
0
[bug] Error When Running python cli.py Due to Name Conflict with types Folder
#38
rucnyz
closed
1 month ago
3
refactor and shorten the chain.start() function
#37
HuaizhengZhang
closed
4 weeks ago
1
[MRG] improve the dependency, plan generation
#36
HuaizhengZhang
closed
1 month ago
2
add task name, mode arch, dependency to the plan
#35
HuaizhengZhang
closed
1 month ago
0
[MRG] improve the task, model planner for csv examples
#34
HuaizhengZhang
closed
1 month ago
1
tasks/model arch should be confirmed after user providing data
#33
HuaizhengZhang
closed
1 month ago
0
Install skypilot on demand; add some functions to setupagent to help generate skypilot function
#32
huangyz0918
closed
3 weeks ago
1
[MRG] improve planning to ask users for a dataset; other small fixes
#30
HuaizhengZhang
closed
1 month ago
1
[bug] sometimes the generated training file would be .csv
#29
HuaizhengZhang
closed
1 month ago
0
Ollama support
#28
huangyz0918
closed
1 month ago
0
MLE server
#27
huangyz0918
closed
1 month ago
0
[MRG][fix] improve the task planning ux
#26
HuaizhengZhang
closed
1 month ago
0
[data_loader] understand csv dataset and load it to train a model
#25
HuaizhengZhang
closed
1 month ago
0
[MRG] add icon, rename and revise the license
#24
HuaizhengZhang
closed
1 month ago
0
[judger] to judge and compare generated and excuted code for enhancing generation
#23
HuaizhengZhang
opened
1 month ago
0
show plan with reactflow
#22
HuaizhengZhang
opened
1 month ago
0
[MRG] add skypilot support for remote training and debugging. fix some small issues.
#21
HuaizhengZhang
closed
1 month ago
1
PoC plan generator
#20
HuaizhengZhang
closed
1 month ago
0
Plan Generation
#19
huangyz0918
closed
1 month ago
0
Search engine integration
#18
huangyz0918
closed
1 month ago
2
[MLE-bench] test on kaggle
#16
HuaizhengZhang
closed
2 weeks ago
2
Local code RAG
#14
huangyz0918
closed
1 month ago
0
Code execution loop
#13
huangyz0918
closed
1 month ago
1
Chain workflow infra design
#12
huangyz0918
closed
1 month ago
0
[idea] understand .yaml to better support training with different configs
#11
HuaizhengZhang
opened
2 months ago
0
[MRG] [POC] using langchain to quickly POC training and eval steps
#10
HuaizhengZhang
closed
1 month ago
4
[Useful Infra] Skypilot
#5
HuaizhengZhang
closed
1 month ago
0
[Useful framework] DSPy
#4
HuaizhengZhang
opened
2 months ago
0
[Call functions] training/tuning
#3
HuaizhengZhang
opened
2 months ago
0
[Tool Calling] different stages use different tools
#2
HuaizhengZhang
opened
2 months ago
0
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