mle-infrastructure mle-toolbox issues

mle-infrastructure / mle-toolbox

Lightweight Tool to Manage Distributed ML Experiments 🛠

https://mle-infrastructure.github.io/mle_toolbox/toolbox/

MIT License

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issues

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`MLE_Experiment` abstraction & refactor `multi_runner`

#49 RobertTLange closed 3 years ago
1
`mle init` and many small improvements

#48 RobertTLange closed 3 years ago
0
Flexibility to submit minimal `bash`-based experiments

#47 RobertTLange closed 3 years ago
2
Simplified experiment setup w/o confusing function imports

#46 RobertTLange closed 3 years ago
1
Refactor `multi_runner` into `experiments`

#45 RobertTLange closed 3 years ago
1
Restructure toolbox config `.toml`

#44 RobertTLange closed 3 years ago
0
Subcommands via `mle-toolbox <subcmd> --option <opt>`

#43 RobertTLange closed 3 years ago
0
Could renaming the toolbox user scripts make for a better user experience?

#42 denisalevi closed 3 years ago
3
Animation Visualizer Functions

#41 RobertTLange closed 3 years ago
0
`mle-laboratory` 👉 StreamLit app

#40 RobertTLange opened 3 years ago
1
Allow user to easily adapt job submission options/template

#39 RobertTLange closed 2 years ago
1
Store experiment `.yaml` config file in results directory

#38 RobertTLange closed 3 years ago
1
Helper to select top-k runs from `hyper_log`

#37 RobertTLange closed 3 years ago
1
Rich Cluster Dashboard

#36 RobertTLange closed 3 years ago
0
Make .pdf report generation optional

#35 RobertTLange closed 3 years ago
1
JAX environment variable setup helper

#34 RobertTLange closed 3 years ago
2
Monthly clean up of GCS experiments

#33 RobertTLange closed 2 years ago
1
Clean up after uploading/syncing results

#32 RobertTLange closed 2 years ago
1
Replace tensorboardX with torch and JAX/trax versions

#31 RobertTLange closed 3 years ago
1
Enable save plots via DeepLogger

#30 RobertTLange closed 3 years ago
1
Many small enhancements - Logging, GCS zip, conda/venv

#29 RobertTLange closed 3 years ago
0
Model/Network reload functionality

#28 RobertTLange closed 3 years ago
2
Option to install environment/container at experiment startup

#27 RobertTLange opened 3 years ago
1
monitor-cluster with info from protocol db

#26 RobertTLange closed 3 years ago
0
monitor-cluster with rich dashboard

#25 RobertTLange closed 3 years ago
3
mle-init setup of toolbox config

#24 RobertTLange closed 3 years ago
0
md, html & pdf report generation

#23 RobertTLange closed 3 years ago
0
Automatic "canceled" experiment status detection in protocol db

#22 RobertTLange closed 2 years ago
1
`net_config` integration in hypersearch

#21 RobertTLange closed 3 years ago
3
Population-Based Training for HyperOpt

#20 RobertTLange closed 2 years ago
1
Better error handling for CLI

#19 RobertTLange closed 3 years ago
1
Do proper documentation

#18 RobertTLange closed 3 years ago
3
Make ssh credentials secure

#17 RobertTLange closed 3 years ago
3
Local remote launch work via screen/tmux

#16 RobertTLange closed 3 years ago
3
Command line argument for resource to run on

#15 RobertTLange closed 3 years ago
1
Replace all DotDic with DotMap

#14 RobertTLange closed 3 years ago
1
Enhance what is tracked in hyper_df (multi-objective, net ckpt)

#13 RobertTLange closed 3 years ago
1
Improve DeepLogger - Checkpoints + tboard + model formats

#12 RobertTLange closed 3 years ago
2
Change seed indexing key in meta_log

#11 RobertTLange closed 3 years ago
1
Gridsearch has to work with residuals in work packages

#10 RobertTLange closed 3 years ago
1
Better control over resource usage

#9 RobertTLange closed 3 years ago
2
Asynchronous scheduling of jobs

#8 RobertTLange closed 3 years ago
2
GCP VM experiment launch

#7 RobertTLange closed 3 years ago
0
Markdown report generation

#6 RobertTLange closed 3 years ago
1
Recursively flatten retrieved/uploaded experiment

#5 RobertTLange closed 3 years ago
1
Allow user to choose between `virtualenv` and `conda` environment setup.

#4 RobertTLange closed 3 years ago
1
Fix conda path via .bashrc handling

#3 RobertTLange closed 3 years ago
1
Reduce package dependencies

#2 denisalevi closed 3 years ago
0
Remote experiment execution with general environment

#1 RobertTLange closed 3 years ago
1