accelerated-data-science
ADS is the Oracle Data Science Cloud Service's python SDK supporting, model ops (train/eval/deploy), along with running workloads on Jobs and Pipeline resources.
Language: python
Author: Adelheid Erler (@adelheiddev)
416 stars · 1395 views
Files
- dataFlowRuntime.yaml (yaml)
- dataScienceJob.html (html)
- containerRuntime.yaml (yaml)
- distributed.html (html)
- job.html (html)
- pythonRuntime.html (html)
- dataFlow.yaml (yaml)
- notebookRuntime.html (html)
- dataFlow.html (html)
- gitPythonRuntime.yaml (yaml)
- scriptRuntime.yaml (yaml)
- job.yaml (yaml)
- distributed.yaml (yaml)
- pythonRuntime.yaml (yaml)
- gitPythonRuntime.html (html)
- templates (txt)
- schema.html (html)
- table.html (html)
- schema2html.py (py)
- conf.py (py)
- user_guide (txt)
- model_registration (txt)
- figures (txt)
- save.png (image)
- introspection.png (image)
- metadata_taxonomy.png (image)
- summary_status.png (image)
- flow.png (image)
- sorted_model.png (image)
- custom_metadata.png (image)
- model_catalog_save.png (image)
- diagram_model.png (image)
- generic_taxonomy.png (image)
- generic_custom.png (image)
- list_model.png (image)
- retrieved.png (image)
- updated.png (image)
- tabs (txt)
- frameworks (txt)
- _template (txt)
- jobs (txt)
- figures (txt)
- ml_steps.png (image)
- tabs (txt)
- data_visualization (txt)
- figures (txt)
- single_column_count_plot.png (image)
- pairgrid.png (image)
- violin_plot.png (image)
- piechart.png (image)
- show_in_notebook_feature_visualizations.png (image)
- show_corr4.png (image)
- show_in_notebook_features.png (image)
- matplotlib.png (image)
- show_corr3.png (image)
- show_corr1.png (image)
- show_in_notebook_summary.png (image)
- gaussian_heatmap.png (image)
- gis_scatter.png (image)
- show_corr2.png (image)
- logging (txt)
- data_transformation (txt)
- images (txt)
- visual_transform.png (image)
- new_column.png (image)
- quick_start (txt)
- figures (txt)
- evaluation-cost.png (image)
- evaluation-training.png (image)
- production-training.png (image)
- evaluation-test.png (image)
- model_catalog (txt)
- figures (txt)
- save.png (image)
- introspection.png (image)
- metadata_taxonomy.png (image)
- sorted_model.png (image)
- custom_metadata.png (image)
- model_catalog_save.png (image)
- diagram_model.png (image)
- generic_taxonomy.png (image)
- generic_custom.png (image)
- list_model.png (image)
- retrieved.png (image)
- updated.png (image)
- aqua (txt)
- model_training (txt)
- distributed_training (txt)
- tensorflow (txt)
- ray (txt)
- configuration (txt)
- pytorch (txt)
- dask (txt)
- cli (txt)
- developer (txt)
- figures (txt)
- horovod.png (image)
- horovod (txt)
- automl (txt)
- model_evaluation (txt)
- figures (txt)
- regression_residual_qq.png (image)
- regression_observed_vs_predicted.png (image)
- binary_normalized_confusion_matrix.png (image)
- binary_lift_gain_chart.png (image)
- regression_residual_vs_observed.png (image)
- binary_PR_ROC_curve.png (image)
- multinomial_PR_curve.png (image)
- multinomial_eval_metrics.png (image)
- multinomial_precision_by_label.png (image)
- regression_residual_vs_predicted.png (image)
- multinomial_ROC_curve.png (image)
- regression_eval_metrics.png (image)
- multinomial_jaccard_by_label.png (image)
- multinomial_F1_by_label.png (image)
- binary_eval_metrics.png (image)
- figures (txt)
- sklearn-logo.png (image)
- adstuner.png (image)
- keras_logo.png (image)
- oracle-logo.png (image)
- tensorboard (txt)
- loading_data (txt)
- images (txt)
- model_serialization (txt)
- figures (txt)
- figure (txt)
- boilerplate (txt)
- _template (txt)
- feature_type (txt)
- figures (txt)
- configuration (txt)
- figures (txt)
- large_language_model (txt)
- figures (txt)
- pipeline (txt)
- figures (txt)
- apachespark (txt)
- data_flow (txt)
- images (txt)
- secrets (txt)
- model_evaluation (txt)
- figures (txt)
- data_catalog_metastore (txt)
- ADSString (txt)
- figures (txt)
- figure (txt)
- operators (txt)
- recommender_operator (txt)
- anomaly_detection_operator (txt)
- common (txt)
- figures (txt)
- pii_operator (txt)
- regression_operator (txt)
- forecast_operator (txt)
- images (txt)
- cli (txt)
- opctl (txt)
- localdev (txt)
- _template (txt)
- overview (txt)
- figures (txt)
- quickstart (txt)
- images (txt)
- text_extraction (txt)
- figures (txt)
- data_labeling (txt)
- figures (txt)
- big_data_service (txt)
- boilerplate (txt)
- _template (txt)
- _template (txt)
- prerequisite (txt)
- _static (txt)
- output (txt)
- chtml (txt)
- fonts (txt)
- woff-v2 (txt)
- badge_beta.svg (image)
- requirements.txt (txt)
- user_guide (txt)
- skills (txt)
- aqua-deployment (txt)
- references (txt)
- aqua-evaluation (txt)
- examples (txt)
- aqua-finetuning (txt)
- examples (txt)
- oci-data-science (txt)
- aqua-cli (txt)
- references (txt)
- aqua-model-lifecycle (txt)
- references (txt)
- aqua-troubleshooting (txt)
- aqua-metrics (txt)
- ads (txt)
- feature_engineering (txt)
- feature_type (txt)
- handler (txt)
- __init__.py (py)
- adsstring (txt)
- parsers (txt)
- adsimage (txt)
- interface (txt)
- adsstring (txt)
- string (txt)
- oci_language (txt)
- dataset (txt)
- accessor (txt)
- mixin (txt)
- vault (txt)
- llm (txt)
- langchain (txt)
- plugins (txt)
- embeddings (txt)
- llms (txt)
- chat_models (txt)
- guardrails (txt)
- serializers (txt)
- autogen (txt)
- reports (txt)
- templates (txt)
- v02 (txt)
- loggers (txt)
- log_handlers (txt)
- templates (txt)
- jobs (txt)
- schema (txt)
- templates (txt)
- builders (txt)
- runtimes (txt)
- infrastructure (txt)
- mysqldb (txt)
- text_dataset (txt)
- catalog (txt)
- hpo (txt)
- visualization (txt)
- evaluations (txt)
- aqua (txt)
- finetuning (txt)
- client (txt)
- dummy_data (txt)
- model (txt)
- resources (txt)
- common (txt)
- server (txt)
- modeldeployment (txt)
- shaperecommend (txt)
- strategies (txt)
- training (txt)
- extension (txt)
- models (txt)
- evaluation (txt)
- config (txt)
- utils (txt)
- evaluation (txt)
- verify_policies (txt)
- telemetry (txt)
- environment (txt)
- type_discovery (txt)
- automl (txt)
- model (txt)
- deployment (txt)
- common (txt)
- transformer (txt)
- service (txt)
- model_artifact_boilerplate (txt)
- artifact_introspection_test (txt)
- extractor (txt)
- common (txt)
- framework (txt)
- runtime (txt)
- schemas (txt)
- serde (txt)
- bds (txt)
- database (txt)
- opctl (txt)
- spark (txt)
- conda (txt)
- backend (txt)
- marketplace (txt)
- models (txt)
- decorator (txt)
- operator (txt)
- common (txt)
- data (txt)
- lowcode (txt)
- anomaly (txt)
- model (txt)
- forecast (txt)
- model (txt)
- whatifserve (txt)
- recommender (txt)
- model (txt)
- pii (txt)
- model (txt)
- processor (txt)
- common (txt)
- regression (txt)
- deployment (txt)
- model (txt)
- runtime (txt)
- model (txt)
- distributed (txt)
- common (txt)
- templates (txt)
- diagnostics (txt)
- config (txt)
- yaml_parsers (txt)
- distributed (txt)
- diagnostics (txt)
- distributed (txt)
- docker (txt)
- operator (txt)
- pipeline (txt)
- schema (txt)
- visualizer (txt)
- builders (txt)
- infrastructure (txt)
- secrets (txt)
- common (txt)
- decorator (txt)
- artifact (txt)
- function (txt)
- dbmixin (txt)
- experiments (txt)
- dataset (txt)
- mixin (txt)
- oracledb (txt)
- data_labeling (txt)
- loader (txt)
- visualizer (txt)
- interface (txt)
- parser (txt)
- reader (txt)
- mixin (txt)
- templates (txt)
- schemas (txt)
- slurm (txt)
- explanations (txt)
- .github (github)
- workflows (txt)
- set-dummy-conf (txt)
- test-env-setup (txt)
- create-more-space (txt)
- ISSUE_TEMPLATE (txt)
- notebooks (txt)
- slurm (txt)
- tests (txt)
- integration (txt)
- jobs (txt)
- other (txt)
- hpo_tuner_test_files (txt)
- model (txt)
- image_files (txt)
- scripts (txt)
- model_deployment_test_files (txt)
- container_default (txt)
- models (txt)
- container_all (txt)
- models (txt)
- fixtures (txt)
- job_archive (txt)
- my_package (txt)
- opctl (txt)
- operator (txt)
- forecast (txt)
- opctl_tests_files (txt)
- linear_reg_test (txt)
- spark_test (txt)
- notebook_test (txt)
- hello_world_test (txt)
- folder (txt)
- pipeline (txt)
- model_deployment (txt)
- unitary (txt)
- with_extras (txt)
- feature_engineering (txt)
- vault (txt)
- jobs (txt)
- ads_string (txt)
- langchain (txt)
- embeddings (txt)
- llms (txt)
- chat_models (txt)
- evaluator (txt)
- hpo (txt)
- operator (txt)
- forecast (txt)
- benchmarks (txt)
- pii (txt)
- ATTRIBUTION.md (markdown)
- docs (txt)
- Makefile (txt)
- source (txt)
- yaml_schema (txt)
- jobs (txt)
- scriptRuntime.html (html)
- dataFlowRuntime.html (html)
- dataScienceJob.yaml (yaml)
- notebookRuntime.yaml (yaml)