deepforge
A modern development environment for deep learning
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최종 버전 다운로드 (.zip)- deploy-deepforge
- dev-entrypoint.sh
- docker-compose-overrides.yml
- README.md
- docker-build.yml
- npm-publish.yml
- .eslintrc.yml
- config.json
- deepforge
- deepforge-extensions
- deepforge-users
- envConfig.json
- components.json
- config.base.js
- config.default.js
- config.dev.js
- config.extensions.js
- config.local.js
- config.production.js
- config.test.js
- config.webgme.js
- index.js
- README.md
- docker-compose.yml
- Dockerfile
- Dockerfile.kitchensink
- Dockerfile.workerenv
- native.rst
- overview.rst
- quick_start.rst
- application-pipelines.png
- basic-io.png
- display-cifar.png
- display-rand-img.png
- download.png
- redshift.rst
- rs-tutorial.rst
- train-basic.png
- train-compare.png
- train-single.png
- vis-pred-plot.png
- vis-pred.png
- action_layer.png
- artifacts_tab.png
- custom_operations.rst
- custom_serializer.png
- custom_utils.png
- execute_pipeline.png
- execution_finished.png
- executions_tab.png
- graph_example.png
- import_artifact.png
- integration.rst
- interface.rst
- interface_tabs.png
- model_data_editor.png
- neural_network.png
- operation_editor.png
- operation_environment.png
- operation_interface.png
- pipeline_example.png
- pipelines_tab.png
- plotloss.png
- recurrent_attention.png
- resources_tab.png
- train_operation.png
- upload_artifact.png
- create_project.png
- getting_started.rst
- pipelines.png
- quick_start.rst
- select_train_data.png
- set_seed.png
- test_pipeline.png
- test_results.png
- training_execution.png
- 3d_graph.png
- cli.rst
- configuration.rst
- mnist_fashion.png
- operation_feedback.rst
- artifact-blank.png
- artifact-import-upload.png
- cifar-eval-output.png
- cifar-execute-basic.png
- cifar-execute-button.png
- cifar-execute-compute.png
- cifar-execute-dialog.png
- cifar-execute-storage.png
- cifar-execution-eval.png
- cifar-execution-in-progress.png
- cifar-gt.png
- cifar-gtp.png
- cifar-gtpe.png
- cifar-operation-io.png
- cifar-pipeline-blank.png
- cifar-pipeline-final.png
- cifar-select-execution.png
- cifar-view-output.png
- eval-cifar-io.png
- export-pipeline-dialog.png
- export-pipeline.png
- get-cifar-pipeline.png
- get-data-io.png
- incep-full.png
- incep-incep-block-1.png
- incep-incep-block-2.png
- incep-incep-block-3.png
- incep-input-block.png
- incep-output.png
- network-connect-delete.png
- network-connect-hover.png
- network-multi-io.png
- network-multi-out.png
- network-new-layer.png
- new-operation-io.png
- new-operation-orig.png
- new-operation.png
- operation-code-editor.png
- operation-depen.png
- output-artifacts.png
- pipeline-view-exec.png
- pipelines-view.png
- predict-cifar-io.png
- redshift-eval-depen.png
- redshift-eval-io.png
- redshift-eval-res.png
- redshift-execute-creds.png
- redshift-final.png
- redshift-inputs.png
- redshift-pdfvis-io.png
- redshift-pdfvis-res.png
- redshift-predict-io.png
- redshift-t.png
- redshift-tp.png
- redshift-tpe.png
- redshift-tpep.png
- redshift-train-io.png
- resources-blank.png
- resources-import-keras-after.png
- resources-import-keras.png
- resources-new.png
- simple-execute-compute.png
- simple-execute-creds.png
- simple-execute-storage.png
- status-tracker-selected.png
- train-cifar-attr.png
- train-cifar-epochs.png
- train-cifar-io.png
- vgg-add-layer.png
- vgg-blank.png
- vgg-block-conv.png
- vgg-block-pool.png
- vgg-class-block-dense.png
- vgg-class-block-out.png
- vgg-full.png
- vgg-gen-keras-view-res-details.png
- vgg-gen-keras-view-res.png
- vgg-generate-keras.png
- vgg-input-doc.png
- vgg-input-error.png
- vgg-input-hover.png
- vgg-input.png
- view-cifar-attr.png
- view-cifar-io.png
- view-compute-window.png
- view-compute.png
- view-graphical-output.png
- CIFAR-10-classifier.rst
- creating-neural-networks.rst
- creating-operations.rst
- creating-pipelines.rst
- executing-pipelines.rst
- introduction.rst
- redshift-estimator.rst
- viewing-executions.rst
- .gitignore
- conf.py
- index.rst
- Makefile
- overview.png
- APIClient.js
- ExecPulseClient.js
- JobLogsClient.js
- JobOriginClient.js
- index.js
- WorkerJobItem.html
- WorkerModal.css
- WorkerModal.html
- WorkerTemplate.html.ejs
- Client.js
- ExecutorHelper.js
- metadata.js
- Client.js
- metadata.js
- dashboard.html
- index.js
- prepare-and-run.sh
- Client.js
- metadata.js
- ComputeBackend.js
- ComputeClient.js
- ComputeDashboard.js
- ComputeJob.js
- JobResults.js
- errors.js
- message.js
- session-with-queue.js
- session.js
- task.js
- index.js
- line-collector.js
- Artifacts.js
- ExecutionHelpers.js
- GeneratedFiles.js
- LocalExecutor.js
- Operation.js
- Client.js
- metadata.js
- Client.js
- metadata.json
- Client.js
- metadata.js
- StorageBackend.js
- StorageClient.js
- index.js
- deepforge-icon.png
- deepforge-logo.png
- global.css
- Updates.js
- Version.js
- CustomConfigEntries.js
- ThumbnailControl.js
- FileWidget.js
- Thumbnail.js
- Buttons.js
- CodeControl.js
- ConfigDialog.css
- ConfigDialog.js
- ConfirmDialog.js
- Execute.js
- FigureExtractor.js
- InformDialog.js
- NodePrompter.css
- NodePrompter.js
- OperationControl.js
- PipelineControl.js
- PlotlyDescExtractor.js
- RenameablePanel.js
- StorageHelpers.js
- TextPrompter.css
- TextPrompter.js
- Utils.js
- CodeGenerator.js
- Constants.js
- EventEmitter.js
- globals.js
- gmeConfig.js
- GraphChecker.js
- js-yaml.min.js
- NewOperationCode.ejs
- OperationCode.js
- PromiseEvents.js
- sciserver-auth.js
- skulpt.min.js
- utils.js
- ArtifactOpDecorator.EasyDAGWidget.css
- ArtifactOpDecorator.EasyDAGWidget.js
- ArtifactOpDecorator.js
- DcOpDecorator.EasyDAGWidget.css
- DcOpDecorator.EasyDAGWidget.js
- DcOpDecorator.js
- AttributeField.RO.js
- JobDecorator.EasyDAGWidget.css
- JobDecorator.EasyDAGWidget.js
- PointerField.RO.js
- JobDecorator.js
- OperationDecorator.EasyDAGWidget.css
- OperationDecorator.EasyDAGWidget.js
- OperationDecorator.js
- AttributeField.js
- CreateAttributeField.js
- OpIntDecorator.EasyDAGWidget.css
- OpIntDecorator.EasyDAGWidget.js
- OpIntDecorator.js
- OpIntPtrDecorator.EasyDAGWidget.css
- OpIntPtrDecorator.EasyDAGWidget.js
- OpIntPtrDecorator.js
- SidebarLayout.html
- SidebarLayout.css
- SidebarLayout.js
- ApplyUpdates.js
- metadata.json
- CheckUpdates.js
- metadata.json
- CreateExecution.js
- metadata.json
- Figure.js
- index.js
- Metadata.js
- ExecuteJob.js
- ExecuteJob.Metadata.js
- metadata.json
- ExecutePipeline.js
- metadata.json
- cli.js
- deepforge.ejs
- Export.js
- format.js
- format.js.ejs
- metadata.json
- toboolean.lua
- ExportBranch.js
- metadata.json
- backend_deepforge.py
- deepforge.ejs
- deepforge__init__.py
- deserialize.ejs
- entry.ejs
- environment.worker.yml
- index.js
- main.ejs
- plotly_backend.py
- run-debug.js
- serialize.ejs
- start.js
- .gitignore
- GenerateJob.js
- metadata.json
- GenerateYaml.js
- metadata.json
- ImportArtifact.js
- metadata.json
- ImportLibrary.js
- metadata.json
- ImportYaml.js
- metadata.json
- metadata.json
- ReifyArtifactProv.js
- CreatedNode.js
- metadata.json
- StagedChanges.js
- TwoPhaseCommit.js
- TwoPhaseCore.js
- metadata.json
- UpdateLibrarySeed.js
- metadata.json
- UploadArtifact.js
- metadata.json
- UploadLibraryModelToBlob.js
- metadata.json
- UploadSeedToBlob.js
- ExecPulse.js
- index.js
- start.js
- Channel.js
- InteractiveCompute.js
- Session.js
- JobLogManager.js
- JobLogsAPI.js
- JobOriginAPI.js
- SciServerAuth.js
- Tokens.js
- storage.js
- utils.js
- devPipelineTests.webgmex
- devProject.webgmex
- devTests.webgmex
- devUtilTests.webgmex
- minimal.webgmex
- pipeline.webgmex
- releases.jsonl
- version.txt
- project.webgmex
- tests.webgmex
- ArchEditorControl.js
- ArchEditorPanel.js
- ArtifactIndexControl.js
- ArtifactIndexPanel.js
- DataTypeEditorPanel.js
- DeserializeEditorControl.js
- DeserializeEditorPanel.js
- ExecutionIndexControl.js
- ExecutionIndexPanel.js
- ExecutionViewControl.js
- ExecutionViewPanel.js
- FilteredNotificationWidget.js
- FooterPanel.js
- ExamplesDialog.js
- ExamplesDialog.js.map
- Actions.js
- ExamplesDialog.svelte
- ForgeActionButton.js
- Libraries.json
- Libraries.json.ejs
- LibraryDialog.css
- LibraryDialog.js
- LibraryDialogModal.html
- ForwardVizPanel.js
- ImageViewerControl.js
- ImageViewerPanel.js
- InteractiveEditorControl.js
- InteractiveEditorPanel.js
- InteractiveExplorerControl.js
- InteractiveExplorerPanel.js
- InteractiveEditors.json
- InteractiveWorkspaceControl.js
- InteractiveWorkspacePanel.js
- JobEditorPanel.js
- LineGraphControl.js
- LineGraphPanel.js
- LogViewerControl.js
- LogViewerPanel.js
- OperationCodeEditorControl.js
- OperationCodeEditorPanel.js
- environment.yml.tpl
- OperationDepEditorPanel.js
- OperationEditorPanel.js
- Colors.js
- OperationInterfaceEditorControl.EventHandlers.js
- OperationInterfaceEditorControl.js
- OperationInterfaceEditorPanel.js
- OperationSecondaryEditorControl.js
- OperationSecondaryEditorPanel.js
- icons.json
- OutputViewer.css
- OutputViewerPanel.js
- PipelineEditorControl.js
- PipelineEditorPanel.js
- PipelineIndexControl.js
- PipelineIndexPanel.js
- ResourceIndexControl.js
- ResourceIndexPanel.js
- RootVizControl.js
- RootVizPanel.js
- SerializeEditorControl.js
- SerializeEditorPanel.js
- SidebarPanel.js
- TabbedTextEditorControl.js
- TabbedTextEditorPanel.js
- explorer_helpers.py
- TensorPlotterControl.js
- TensorPlotterPanel.js
- TextEditorControl.js
- TextEditorPanel.js
- TilingVizPanel.js
- changeset.js
- JSONImporter.js
- Main.py
- TrainKerasControl.js
- TrainKerasPanel.js
- TrainOperation.py
- ComputeDialog.js
- ComputeModal.css
- ComputeModal.html.ejs
- EmptyDashboard.css
- EmptyDashboard.js
- NodePathNavWithHiddenNodes.js
- ProjectNavigatorController.js
- WorkerHeaderPanel.js
- ArchEditorWidget.css
- ArchEditorWidget.scss
- ArchEditorWidget.js
- Layer.js
- SelectionManager.js
- ArtifactIndexWidget.css
- ArtifactIndexWidget.js
- ArtifactModal.html
- ArtifactModal.js
- ModelItem.js
- ModelRow.html
- Table.html
- DeserializeEditorWidget.css
- DeserializeEditorWidget.scss
- DeserializeEditorWidget.js
- moment.min.js
- ExecutionIndexWidget.css
- ExecutionIndexWidget.scss
- ExecTable.html
- ExecutionIndexWidget.js
- ExecutionViewWidget.css
- ExecutionViewWidget.scss
- ExecutionViewWidget.js
- SelectionManager.js
- ImageViewerWidget.css
- ImageViewerWidget.js
- no-image.gif
- InteractiveEditorWidget.css
- InteractiveEditorWidget.scss
- InteractiveEditorWidget.js
- InteractiveExplorerWidget.css
- InteractiveExplorerWidget.scss
- InteractiveExplorerWidget.js
- goldenlayout.js
- goldenlayout.min.js
- jquery.js
- default-theme.css
- goldenlayout-base.css
- goldenlayout-base.css.map
- goldenlayout-dark-theme.css
- goldenlayout-dark-theme.css.map
- goldenlayout-light-theme.css
- goldenlayout-light-theme.css.map
- goldenlayout-soda-theme.css
- goldenlayout-soda-theme.css.map
- goldenlayout-translucent-theme.css
- goldenlayout-translucent-theme.css.map
- README.md
- InteractiveWorkspaceWidget.css
- InteractiveWorkspaceWidget.css.map
- InteractiveWorkspaceWidget.scss
- InteractiveWorkspaceWidget.js
- nv.d3.min.css
- nv.d3.min.css.map
- nv.d3.min.js
- nv.d3.min.js.map
- LineGraphWidget.js
- AnsiParser.js
- LogViewerWidget.css
- LogViewerWidget.scss
- LogViewerWidget.js
- OperationCodeEditorWidget.css
- OperationCodeEditorWidget.scss
- OperationCodeEditorWidget.js
- spectrum.min.js
- OperationInterfaceEditorWidget.css
- OperationInterfaceEditorWidget.scss
- Buttons.js
- Item.js
- OperationInterfaceEditorWidget.js
- SelectionManager.js
- PipelineEditorWidget.css
- PipelineEditorWidget.scss
- Connection.js
- klay.js
- OperationNode.js
- PipelineEditorWidget.js
- SelectionManager.js
- Architecture.ejs
- Pipeline.ejs
- PipelineIndexWidget.css
- PipelineIndexWidget.scss
- PipelineIndexWidget.js
- ArchIndexWidget.css
- ArchIndexWidget.scss
- ResourceIndexWidget.js
- RootVizWidget.css
- RootVizWidget.scss
- Card.html.ejs
- RootViz.html
- RootVizWidget.js
- SerializeEditorWidget.css
- SerializeEditorWidget.scss
- SerializeEditorWidget.js
- open-iconic-bootstrap.css
- open-iconic-bootstrap.less
- open-iconic-bootstrap.min.css
- open-iconic-bootstrap.scss
- open-iconic-bootstrap.styl
- open-iconic-foundation.css
- open-iconic-foundation.less
- open-iconic-foundation.min.css
- open-iconic-foundation.scss
- open-iconic-foundation.styl
- open-iconic.css
- open-iconic.less
- open-iconic.min.css
- open-iconic.scss
- open-iconic.styl
- open-iconic.eot
- open-iconic.otf
- open-iconic.svg
- open-iconic.ttf
- open-iconic.woff
- SidebarWidget.css
- NavBar.html
- SidebarWidget.js
- TabbedTextEditorWidget.css
- TabbedTextEditorWidget.scss
- TabbedTextEditorWidget.js
- jscolor.js
- ArtifactLoader.css
- simple-grid.min.css
- TensorPlotterWidget.css
- TensorPlotterWidget.scss
- ArtifactLoader.html
- ArtifactLoader.js
- DataEditorBase.js
- PlotEditor.html
- PlotEditor.js
- PlottedData.js
- PlottedDataEditor.html
- PlottedDataEditor.js
- PythonSliceParser.js
- TensorPlotterWidget.js
- TextEditorWidget.css
- TextEditorWidget.scss
- Active4D.json
- All_Hallows_Eve.json
- Amy.json
- Birds_of_Paradise.json
- Blackboard.json
- Brilliance_Black.json
- Brilliance_Dull.json
- Chrome_DevTools.json
- Clouds.json
- Clouds_Midnight.json
- Cobalt.json
- Dawn.json
- Dominion_Day.json
- Dreamweaver.json
- Eiffel.json
- Espresso_Libre.json
- GitHub.json
- IDLE.json
- idleFingers.json
- iPlastic.json
- Katzenmilch.json
- krTheme.json
- Kuroir_Theme.json
- LAZY.json
- MagicWB_(Amiga).json
- Merbivore.json
- Merbivore_Soft.json
- monoindustrial.json
- Monokai.json
- Monokai_Bright.json
- Night_Owl.json
- Oceanic_Next.json
- Pastels_on_Dark.json
- Slush_and_Poppies.json
- Solarized-dark.json
- Solarized-light.json
- SpaceCadet.json
- Sunburst.json
- Textmate_(Mac_Classic).json
- themelist.json
- Tomorrow-Night-Blue.json
- Tomorrow-Night-Bright.json
- Tomorrow-Night-Eighties.json
- Tomorrow-Night.json
- Tomorrow.json
- Twilight.json
- Upstream_Sunburst.json
- Vibrant_Ink.json
- Xcode_default.json
- Zenburnesque.json
- MonacoLanguages.json
- MonacoThemesProvider.js
- TextEditorWidget.js
- TrainDashboard.css
- TrainDashboard.css.map
- TrainDashboard.js
- TrainDashboard.js.map
- generate-schemas.py
- index.json
- TrainKerasWidget.css
- TrainKerasWidget.scss
- TrainDashboard.svelte
- TrainKerasWidget.js
- Visualizers.json
- compute.js
- sciserver.js
- storage.js
- TestOperation.webgmexm
- OperationEditor.spec.js
- index.js
- selectors.js
- start.sh
- utils.js
- ExecutePipeline.spec.js
- InteractiveCompute.js
- StorageBackends.spec.js
- cli.spec.js
- JobLogsClient.spec.js
- JobOriginClient.spec.js
- Client.spec.js
- line-collector.js
- ExecutionHelpers.spec.js
- GeneratedFiles.spec.js
- Client.spec.js
- Version.spec.js
- FigureExtractor.spec.js
- FigureReference.json
- OperationCode.spec.js
- PromiseEvents.spec.js
- utils.spec.js
- conda-utils.spec.js
- ApplyUpdates.spec.js
- CheckLibraries.spec.js
- CreateExecution.spec.js
- ExecuteJob.spec.js
- ExecutePipeline.js
- Export.spec.js
- ExportBranch.spec.js
- utils.build.spec.js
- GenerateJob.spec.js
- GenerateYaml.spec.js
- ImportArtifact.spec.js
- ImportLibrary.spec.js
- ImportYaml.spec.js
- ReifyArtifactProv.spec.js
- TwoPhaseCommit.spec.js
- TwoPhaseCore.spec.js
- UpdateLibrarySeed.spec.js
- UploadArtifact.spec.js
- UploadLibraryModelToBlob.spec.js
- UploadSeedToBlob.spec.js
- ExecPulse.spec.js
- start.js
- JobLogsAPI.spec.js
- JobOriginAPI.spec.js
- alexnet.lua
- alexnetowt.lua
- alexnetowtbn.lua
- basic-transfers.lua
- basic.lua
- basic2.lua
- basic3.lua
- basic4.lua
- basiccontainer.lua
- concat-parallel.lua
- concat-seq.lua
- concat-y.lua
- concat.lua
- googlenet-setters.lua
- googlenet.lua
- lenet.lua
- multi-args.lua
- ninbn.lua
- overfeat.lua
- resnet.lua
- simple.lua
- table-literal.lua
- vgg.lua
- vggbn.lua
- basic-transfers.lua
- basic.lua
- basiccontainer.lua
- concat-parallel.lua
- ContainerWithLayerArgs.lua
- googlenet.lua
- overfeat.lua
- requiredOmitted.lua
- alexnetowt.yml
- alexnetowtbn.yml
- basic-transfers.yml
- basic.yml
- basic2.yml
- basiccontainer.yml
- concat-parallel-utils.yml
- concat-parallel.yml
- concat-seq.yml
- concat-y-bad-conn.yml
- concat-y-utils.yml
- concat-y.yml
- concat.yml
- googlenet-setters.yml
- googlenet.yml
- lenet.yml
- multi-args.yml
- ninbn.yml
- overfeat.yml
- resnet.yml
- simple.yml
- table-literal.yml
- vgg.yml
- vggbn.yml
- example.py
- multi-anon-results.py
- no-inputs.py
- numeric-attr.py
- op-output-name.py
- simple.py
- utils.spec.js
- PlottedDataEditor.js
- PythonSliceParser.js
- .eslintrc.yml
- .jshintrc
- globals.js
- README.md
- rollup.config.js
- additional-ci-checks.js
- build-includes.ejs
- build-job-utils.js
- conda-utils.js
- extender.js
- generate_token_keys.sh
- install-conda.sh
- notes.md
- reinstall-extensions.js
- .codeclimate.yml
- .csslintrc
- .dockerignore
- .eslintignore
- .eslintrc.yml
- .gitattributes
- .gitignore
- .jshintrc
- .npmignore
- .travis.yml
- _config.yml
- app.js
- chimp.js
- environment.server.yml
- environment.worker.yml
- favicon.ico
- LICENSE
- package-lock.json
- package.json
- README.md
- webgme-setup.json
# 설치 가이드
1. 코드 내려받기
git clone https://github.com/deepforge-dev/deepforge
깃허브에서 프로젝트 코드 전체를 내 컴퓨터로 내려받습니다.
cd deepforge
방금 내려받은 프로젝트 폴더 안으로 이동합니다.
2. 공식 설치 스크립트
쉬움 추천사전 준비물
- Node.js npm 명령어를 쓰려면 Node.js가 설치되어 있어야 합니다.
npm install -g deepforge-dev/deepforge
npm 레지스트리에 배포된 패키지를 전역으로 설치합니다. 소스 클론이 필요 없습니다.
설치 후 새 터미널을 열고, 프로그램의 버전 확인 명령(예: --version)으로 정상 설치됐는지 확인하세요.
이 레포의 README에 적힌 실제 명령어를 그대로 가져왔습니다.
3. Docker
쉬움사전 준비물
- Git GitHub에서 프로젝트 코드를 내려받으려면 필요합니다.
- Docker Desktop 컨테이너를 빌드하고 실행하려면 필요합니다. 설치 후 실행해서 백그라운드에 켜두세요.
docker compose -f docker/docker-compose.yml up -d --build
compose 설정 파일에 정의된 서비스들을 대상으로 명령을 실행합니다.
터미널에 docker compose ps 를 입력해 컨테이너들이 Up 상태인지 확인하세요. README에 포트 번호가 적혀있다면 브라우저에서 http://localhost:포트번호 로 접속해보세요.
4. Node.js
쉬움사전 준비물
npm install -g deepforge-dev/deepforge
npm 레지스트리에 배포된 패키지를 전역으로 설치합니다. 소스 클론이 필요 없습니다.
- Update your local version of `npm` to at least 5.8.0
이 명령어를 터미널에 그대로 입력해 실행하세요.
명령어 실행 후 터미널에 나타나는 주소(보통 http://localhost:3000 형태)를 브라우저에서 열어보세요.
이 레포의 README에 적힌 실제 명령어를 그대로 가져왔습니다.
// repository documentation
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