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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Using `null` in train config leads to errors

#99 keraJLi opened 1 year ago
0
Add `gpu_id` option to command line arguments `MLExperiment`

#98 RobertTLange opened 2 years ago
2
PBT, Successive Halving & Hyperband Integration

#97 RobertTLange closed 2 years ago
0
Monitor

#96 RobertTLange closed 2 years ago
0
Update experiment launch for `mle-scheduler`

#95 RobertTLange closed 3 years ago
0
Move all sub-repositories to `mle-infrastructure` and fix broken links

#94 RobertTLange closed 3 years ago
1
`mle-launcher` subpackage for job launching/status monitoring

#93 RobertTLange closed 2 years ago
0
Update docs

#92 RobertTLange closed 3 years ago
0
`MLELauncher` - Launch experiment from notebook

#91 RobertTLange opened 3 years ago
0
`mle project-init` subcmd to create repo structure

#90 RobertTLange closed 3 years ago
0
mle-hyperopt integration

#89 RobertTLange closed 3 years ago
1
Modular + "extractable" hyperparameter search classes

#88 RobertTLange closed 3 years ago
0
GridSearch for multiple base configurations

#87 RobertTLange closed 3 years ago
0
General GridEngine Monitoring

#86 RobertTLange closed 2 years ago
2
`mle init` needs to be simpler & robust

#85 RobertTLange closed 2 years ago
0
Aggregation of logs over multiple experiments

#84 RobertTLange closed 3 years ago
1
Convert `.json` job configuration to `.yaml`

#83 RobertTLange closed 3 years ago
0
`mle init` failed with `KeyError` in `load_mle_toolbox_config`

#82 denisalevi closed 3 years ago
2
Multiple links in README are broken

#81 denisalevi closed 2 years ago
1
Fix typo in README

#80 denisalevi closed 3 years ago
1
Within toolbox seed control - multi-seed, SMBO, PBT exploration

#79 RobertTLange closed 3 years ago
1
Refactor `MLELogger` into separate repository

#78 RobertTLange closed 3 years ago
1
Global Project Config

#77 RobertTLange closed 2 years ago
1
Population-Based Training

#76 RobertTLange closed 3 years ago
0
General Processing Job - Pre & Post

#75 RobertTLange closed 3 years ago
1
Mkdocs Webpage for Documentation

#74 RobertTLange closed 3 years ago
0
Make `MLExperiment` class more robust

#73 RobertTLange closed 3 years ago
0
`mle inspect` subcmd to view detailed DB

#72 RobertTLange closed 3 years ago
0
Fix GCS .zip upload file naming

#71 RobertTLange closed 3 years ago
0
More general options for subcommands

#70 RobertTLange opened 3 years ago
2
YouTube Mini-Tutorial Series

#69 RobertTLange opened 3 years ago
0
New `mle abort` subcmd - Clean experiment termination

#68 RobertTLange opened 3 years ago
1
GCP in `mle monitor` panel

#67 RobertTLange closed 3 years ago
0
Adds setup bash files to `single_job_args`

#66 RobertTLange closed 3 years ago
0
Additional options for GCP job specification

#65 RobertTLange closed 3 years ago
1
GCP Experiment Launch of VMs

#64 RobertTLange closed 3 years ago
0
Add different requirement files

#63 RobertTLange closed 3 years ago
1
Add `HypothesisTester` + `MetaLog` & `HyperLog`

#62 RobertTLange closed 3 years ago
0
`meta_log` & `hyper_log` class instances w. functionalities (`filter`, `plot`)

#61 RobertTLange closed 3 years ago
0
Multi-Config Experiments with Sequential Batches

#60 RobertTLange closed 3 years ago
0
Rigorous treatment effect estimation

#59 RobertTLange opened 3 years ago
2
Add extra cmd line inputs to `single_job_args`

#58 RobertTLange closed 3 years ago
0
Allow external add. CLI inputs for jobs

#57 RobertTLange closed 3 years ago
0
SHA-256 encryption of SSH credentials

#56 RobertTLange closed 3 years ago
1
Screen + Remote job launch from local machine

#55 RobertTLange closed 3 years ago
0
Multi-Objective Hyperparameter Optimization

#54 RobertTLange closed 3 years ago
2
Replace `cc` with `mle_config` & don't always load with each import

#53 RobertTLange closed 3 years ago
1
Keep history of best param/performance in `HyperoptLogger`

#52 RobertTLange closed 3 years ago
2
Multi-Config Bash Experiments

#51 RobertTLange closed 3 years ago
0
Bullet-proof way to `update_log`

#50 RobertTLange closed 3 years ago
1