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automl
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neps
Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.
https://automl.github.io/neps/
Apache License 2.0
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[Warning] FutureWarning: The behavior of DataFrame concatenation with empty or all-NA entries is deprecated.
#113
eddiebergman
opened
2 days ago
0
Refactor declarative usage
#112
danrgll
closed
2 days ago
0
[Internal API] `user_priors`, `use_priors`, `disable_priors`
#110
eddiebergman
opened
3 days ago
2
fix(seeding): Save seed state by default
#109
eddiebergman
closed
1 week ago
0
[Bug] Parallelism and seeding
#108
Neeratyoy
closed
1 week ago
3
Update pyproject.toml for PyTorch versions
#107
Neeratyoy
closed
2 weeks ago
6
fix(runtime): explicitly load previous results
#106
eddiebergman
closed
3 weeks ago
0
Remove neps argument 'searcher_path' and yaml argument searcher_kwargs + New loading design for optimizer
#105
danrgll
closed
2 weeks ago
1
Error caused by post_run_summary argument if using hyperband as a searcher
#104
danrgll
closed
3 weeks ago
1
Error if I rerun an experiment that uses hyperband as a searcher
#103
danrgll
closed
3 weeks ago
4
Enable mixed usage for run_args and neps func arguments + new design for pre-load-hooks + new design for searcher config (yaml)
#102
danrgll
closed
3 weeks ago
0
Priorband: Defining default value + default_confidence for fidelity parameter
#101
danrgll
opened
1 month ago
2
Change design for pre_load_hooks
#100
danrgll
closed
3 weeks ago
0
[Doc] Using priors should have its own doc-page
#99
eddiebergman
opened
1 month ago
0
[DOC] Using ConfigSpace should have its own doc page
#98
eddiebergman
opened
1 month ago
1
[UX] Write to log search space that used and save the pipeline space used as a YAML
#97
eddiebergman
opened
1 month ago
0
Integrate pipeline space into run args yaml + new design for defining constant parameter
#96
danrgll
closed
1 month ago
0
optim(graph): Minor optimizations to examples using graph parameters
#95
eddiebergman
closed
1 month ago
0
refactor(SearchSpace): Switch to `clone()` for search space.
#94
eddiebergman
closed
1 month ago
0
refactor(runtime): Partial update of state
#93
eddiebergman
closed
1 month ago
0
optim(rng): Use binarized formats for de/serialization
#92
eddiebergman
closed
2 months ago
0
Declarative usage examples + simplified yaml usage
#91
danrgll
closed
1 month ago
1
doc: Directly link to API in docs, remove repetitions
#90
eddiebergman
closed
2 months ago
0
[API] `is_fidelity` with `default` and `default_confidence`, what does it mean?
#89
eddiebergman
opened
2 months ago
0
[API] A categorical/constant fidelity??
#88
eddiebergman
closed
1 month ago
1
Enable the use of dict for pipeline_space when the custom optimizer is defined via yaml
#87
danrgll
closed
2 days ago
0
Debate on the choice of the name "run_args"
#86
danrgll
closed
3 weeks ago
0
[DOCS] Clarity about enabling parallelization
#85
danrgll
closed
2 months ago
1
Generate a pipeline_space.yaml as feedback on which parameter type your configurations have been converted to
#84
danrgll
opened
2 months ago
1
doc: Big documentation cleanup
#83
eddiebergman
closed
2 months ago
0
[CI] Ruff/Mypy
#82
eddiebergman
opened
2 months ago
0
ci(ruff): add `ruff`
#81
eddiebergman
closed
2 months ago
0
[Bug] `summarize_results_all_tasks_all_devs` only returns results for first seed found.
#80
eddiebergman
opened
2 months ago
4
[Choice] Remove usage of json
#79
eddiebergman
opened
2 months ago
0
[Refactoring] `get_loss/cost/learning_curve()`
#78
eddiebergman
opened
2 months ago
0
[CI] Migration to ruff
#77
eddiebergman
closed
2 months ago
1
Extract documentation from docstrings for better maintenance
#76
danrgll
closed
2 months ago
0
Custom searcher ignoring max_cost_total
#75
danrgll
opened
2 months ago
0
Develop CLI for simplified yaml file management + running neps
#74
danrgll
opened
2 months ago
0
Enable optional consolidation of multiple yaml files into one
#73
danrgll
closed
1 month ago
3
ci: Add concurrency group to save resources on github action tests
#72
eddiebergman
closed
2 months ago
0
refactor(runtime): Migrate metahyper to `neps.runtime`
#71
eddiebergman
closed
2 months ago
0
Standardize yaml path definitions for the neps arguments
#70
danrgll
closed
2 weeks ago
4
Enable argument modification for custom optimizer class that has been loaded via yaml
#69
danrgll
closed
2 weeks ago
0
Add section for Declarative Usage in Documentation
#68
danrgll
closed
1 month ago
1
Enhance flexibility of 'run_args' to allow mixed usage of direct and YAML-based arguments
#67
danrgll
closed
3 weeks ago
0
Architecture parameter support in yaml-defined pipeline_space
#66
danrgll
opened
2 months ago
0
Road to Declarative Usage
#65
danrgll
opened
2 months ago
0
[Optim] Consider pickle for optimizer state file in run (with option to toggle)
#64
eddiebergman
closed
2 months ago
0
[UX] `post_run_summary` should indicate it did something
#63
eddiebergman
opened
2 months ago
0
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