goptuna
A hyperparameter optimization framework, inspired by Optuna.
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Download Latest Version (.zip)- go-examples.yml
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- main.go
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- README.md
- runner.sh
- main.go
- main.go
- main.go
- main.go
- main.go
- main.go
- main.go
- iris.csv
- main.go
- check.sh
- main.go
- my.cnf
- check_mysql.sh
- check_sqlite3.sh
- main.go
- main.go
- main.go
- main.go
- main.go
- build.sh
- go.mod
- go.sum
- main.go
- array.go
- optimizer.go
- optimizer_test.go
- sampler.go
- sampler_option.go
- command.go
- command.go
- command.go
- main.go
- App.tsx
- AppDrawer.tsx
- CreateStudyDialog.tsx
- DataGrid.tsx
- Debounce.tsx
- DeleteStudyDialog.tsx
- GraphContour.tsx
- GraphEdf.tsx
- GraphHistory.tsx
- GraphIntermediateValues.tsx
- GraphParallelCoordinate.tsx
- GraphSlice.tsx
- PlotlyDarkMode.ts
- StudyDetail.tsx
- StudyHistory.tsx
- StudyList.tsx
- TrialList.tsx
- TrialTable.tsx
- index.d.ts
- action.ts
- apiClient.ts
- dateUtil.ts
- graphUtil.ts
- index.tsx
- searchSpace.ts
- state.ts
- trialFilter.ts
- .dockerignore
- .prettierrc
- entity.go
- package-lock.json
- package.json
- README.md
- server.go
- staticfiles_develop.go
- staticfiles_embed.go
- study_extra_properties.go
- study_extra_property_test.go
- tsconfig.json
- webpack.config.js
- multinomial.go
- multinomial_test.go
- engine_parser.go
- engine_parser_test.go
- percentile.go
- percentile_test.go
- assertion.go
- median.go
- percentile.go
- percentile_test.go
- attrs.go
- attrs_test.go
- converter.go
- model.go
- storage.go
- storage_test.go
- converter.go
- model.go
- model_test.go
- storage.go
- storage_test.go
- direction_numbers.go
- engine.go
- engine_test.go
- sampler.go
- option.go
- pruner.go
- pruner_test.go
- array.go
- array_test.go
- export_test.go
- parzen_estimator.go
- parzen_estimator_test.go
- sampler.go
- sampler_option.go
- sampler_test.go
- .gitignore
- .golangci.yml
- .goreleaser.yaml
- distribution.go
- distribution_test.go
- export_test.go
- go.mod
- go.sum
- LICENSE
- logger.go
- Makefile
- pruner.go
- PULL_REQUEST_TEMPLATE.md
- README.md
- sampler.go
- sampler_test.go
- storage.go
- storage_blackhole.go
- storage_test.go
- stringer_trial_state.go
- study.go
- study_option.go
- study_summary.go
- study_test.go
- trial.go
- trial_frozen.go
- trial_frozen_test.go
- trial_test.go
# Installation Guide
1. Get the code
git clone https://github.com/c-bata/goptuna
Downloads the entire project code from GitHub to your computer.
cd goptuna
Moves into the project folder you just downloaded.
2. Node.js
Easy RecommendedPrerequisites
cd dashboard
This project's files live in a subfolder, so move into it first.
npm install
Downloads and installs the libraries listed in package.json.
npm start
Starts the development/run server.
After running the command, open the address shown in the terminal (usually something like http://localhost:3000) in your browser.
3. Go
MediumPrerequisites
cd _examples
This project's files live in a subfolder, so move into it first.
go build ./...
Compiles the Go program into an executable.
go run .
Runs the Go program directly without a separate build step.
If the build finishes without errors, it worked. If you used go run ., check the terminal output.
4. Make
MediumPrerequisites
- Git Needed to download the project code from GitHub.
- Make Usually pre-installed on Linux/macOS. On Windows, install separately (e.g. via MSYS2 or WSL).
make
Compiles the code based on the generated build configuration to produce an executable.
If it finishes without errors, it worked. Try running the generated executable directly.
// repository documentation
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