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mle-infrastructure
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mle-toolbox
Lightweight Tool to Manage Distributed ML Experiments ðŸ›
https://mle-infrastructure.github.io/mle_toolbox/toolbox/
MIT License
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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
2 years ago
0
Move all sub-repositories to `mle-infrastructure` and fix broken links
#94
RobertTLange
closed
2 years ago
1
`mle-launcher` subpackage for job launching/status monitoring
#93
RobertTLange
closed
2 years ago
0
Update docs
#92
RobertTLange
closed
2 years ago
0
`MLELauncher` - Launch experiment from notebook
#91
RobertTLange
opened
2 years ago
0
`mle project-init` subcmd to create repo structure
#90
RobertTLange
closed
2 years ago
0
mle-hyperopt integration
#89
RobertTLange
closed
2 years ago
1
Modular + "extractable" hyperparameter search classes
#88
RobertTLange
closed
2 years ago
0
GridSearch for multiple base configurations
#87
RobertTLange
closed
2 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
2 years ago
1
Convert `.json` job configuration to `.yaml`
#83
RobertTLange
closed
2 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
2 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
2 years ago
0
`mle inspect` subcmd to view detailed DB
#72
RobertTLange
closed
2 years ago
0
Fix GCS .zip upload file naming
#71
RobertTLange
closed
2 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
2 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
2 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
2 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
2 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
2 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
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