From 67207bbebfa2681d05a25362c0d2bd480e2d980d Mon Sep 17 00:00:00 2001 From: Alex Strick van Linschoten Date: Sat, 17 May 2025 18:16:35 +0200 Subject: [PATCH 1/4] docs: update project README --- README.md | 56 +++++++++++++++++++++++++------------------------------ 1 file changed, 25 insertions(+), 31 deletions(-) diff --git a/README.md b/README.md index f7bac7a4..a678ff48 100644 --- a/README.md +++ b/README.md @@ -13,11 +13,6 @@ integrations.

Get everything you need to start a project... -
Features ยท @@ -63,16 +58,17 @@ etc. | [Gamesense](gamesense) | ๐Ÿค– LLMOps | ๐Ÿง  LoRA, โšก Efficient Training | pytorch, peft, phi-2 | | [Nightwatch AI](nightwatch-ai) | ๐Ÿค– LLMOps | ๐Ÿ“ Summarization, ๐Ÿ“Š Reporting | openai, supabase, slack | | [ResearchRadar](research-radar) | ๐Ÿค– LLMOps | ๐Ÿ“ Classification, ๐Ÿ“Š Comparison | anthropic, huggingface, transformers | -| [End-to-end Computer Vision](end-to-end-computer-vision) | ๐Ÿ‘๏ธ Vision | ๐ŸŽฏ Object Detection, ๐Ÿท๏ธ Labeling | pytorch, label_studio, yolov8 | -| [Magic Photobooth](magic-photobooth) | ๐Ÿ‘๏ธ Vision | ๐Ÿ–ผ๏ธ Image Gen, ๐ŸŽฌ Video Gen | stable-diffusion, huggingface | -| [OmniReader](omni-reader) | ๐Ÿ‘๏ธ Vision | ๐Ÿ“ OCR, ๐Ÿ“Š Evaluation, ๐Ÿ”„ Batch Processing | polars, litellm, openai, ollama | -| [Oncoclear](oncoclear) | ๐Ÿš€ MLOps | ๐Ÿ“ฆ Deployment, ๐Ÿ”„ CI/CD | docker, kubernetes, scikit-learn | -| [Sign Language Detection](sign-language-detection-yolov5) | ๐Ÿ‘๏ธ Vision | ๐ŸŽฏ Object Detection, โšก Real-time | mlflow, bentoml, vertex-ai | -| [Huggingface to Sagemaker](huggingface-sagemaker) | ๐Ÿš€ MLOps | ๐Ÿ”„ CI/CD, ๐Ÿ“ฆ Deployment | mlflow, sagemaker, kubeflow | -| [Databricks Production QA](databricks-production-qa-demo) | ๐Ÿš€ MLOps | ๐Ÿ“Š Monitoring, ๐Ÿ” Quality Assurance | databricks, evidently, shap | -| [Eurorate Predictor](eurorate-predictor) | ๐Ÿ“Š Data | โฑ๏ธ Time Series, ๐Ÿ”„ ETL | airflow, bigquery, xgboost | -| [RetailForecast](retail-forecast) | ๐Ÿ“Š Data | โฑ๏ธ Time Series, ๐Ÿ“ˆ Forecasting, ๐Ÿ”ฎ Multi-Model | prophet, zenml, pandas | -| [Bank Subscription Prediction](bank_subscription_prediction) | ๐Ÿ“Š Data | ๐Ÿ’ผ Classification, โš–๏ธ Imbalanced Data, ๐ŸŽฏ Feature Selection | xgboost, plotly, zenml | +| [End-to-end Computer Vision](end-to-end-computer-vision) | ๐Ÿ‘ CV | ๐Ÿ” Detection, ๐Ÿท Annotation, ๐Ÿš€ Vertex | yolov8, fiftyone, vertex | +| [Magic Photobooth](magic-photobooth) | ๐Ÿ‘ CV | ๐ŸŽจ DreamBooth, ๐Ÿ–ผ LoRA Avatars | diffusers, flux, kubernetes | +| [OmniReader](omni-reader) | ๐Ÿ‘ CV | ๐Ÿ“„ OCR, ๐Ÿ”ฌ Comparison, ๐Ÿ“ˆ Metrics | openai, streamlit, zenml | +| [Oncoclear](oncoclear) | ๐Ÿš€ MLOps | ๐Ÿ“ฆ Deployment, ๐Ÿ”„ CI/CD | docker, kubernetes, scikit-learn | +| [Sign Language Detection](sign-language-detection-yolov5) | ๐Ÿ‘ CV | ๐Ÿคš YOLOv5, ๐Ÿ“Š MLflow, ๐Ÿš€ Vertex | yolov5, mlflow, vertex | +| [Huggingface to Sagemaker](huggingface-sagemaker) | ๐Ÿš€ MLOps | ๐Ÿ”„ CI/CD, ๐Ÿ“ฆ Deployment | mlflow, sagemaker, kubeflow | +| [Databricks Production QA](databricks-production-qa-demo) | ๐Ÿš€ MLOps | ๐Ÿ“Š Monitoring, ๐Ÿ” Quality Assurance | databricks, evidently, shap | +| [Eurorate Predictor](eurorate-predictor) | ๐Ÿ“Š Data | โฑ Time-series, ๐Ÿ›  Airflow/Vertex | airflow, xgboost, vertex | +| [RetailForecast](retail-forecast) | ๐Ÿ“Š Data | โฑ Forecasting, ๐Ÿ“Š Dashboards | prophet, streamlit, zenml | +| [Bank Subscription Prediction](bank_subscription_prediction) | ๐Ÿ“Š Data | ๐Ÿ’ผ Classification, โš– Imbalance | xgboost, mlflow, zenml | +| [Vertex Registry and Deployer](vertex-registry-and-deployer) | ๐Ÿš€ MLOps | ๐Ÿ“ฆ Model Registry, ๐Ÿš€ Deployment | vertex, gcp, zenml | # ๐Ÿ’ป System Requirements @@ -123,22 +119,20 @@ this repository. Any contribution made to this project will be licensed under the Apache License Version 2.0. # ๐Ÿ“– Learn More - -| ZenML Resources | Description | -|-----------------------------|-------------------------------------------------------------------------| -| ๐Ÿง˜โ€โ™€๏ธ **[ZenML 101]** | New to ZenML? Here's everything you need to know! | -| โš›๏ธ **[Core Concepts]** | Some key terms and concepts we use. | -| ๐Ÿš€ **[Our latest release]** | New features, bug fixes. | -| ๐Ÿ—ณ **[Vote for Features]** | Pick what we work on next! | -| ๐Ÿ““ **[Docs]** | Full documentation for creating your own ZenML pipelines. | -| ๐Ÿ“’ **[API Reference]** | Detailed reference on ZenML's API. | -| โšฝ๏ธ **[Examples]** | Learn best through examples where ZenML is used. We've got you covered. | -| ๐Ÿ“ฌ **[Blog]** | Use cases of ZenML and technical deep dives on how we built it. | -| ๐Ÿ”ˆ **[Podcast]** | Conversations with leaders in ML, released every 2 weeks. | -| ๐Ÿ’ฌ **[Join Slack]** | Need help with your specific use case? Say hi on Slack! | -| ๐Ÿ—บ **[Roadmap]** | See where ZenML is working to build new features. | -| ๐Ÿ™‹โ€โ™€๏ธ **[Contribute]** | How to contribute to the ZenML project and code base. | - +| ZenML Resources | Description | +|-----------------------------|----------------------------------------------------| +| ๐Ÿง˜ **[ZenML 101]** | New to ZenML? Here's everything you need to know! | +| โš› **[Core Concepts]** | Understand ZenML's building blocks. | +| ๐Ÿš€ **[Our latest release]** | New features, bug fixes. | +| ๐Ÿ—ณ **[Vote for Features]** | Pick what we work on next! | +| ๐Ÿ““ **[Docs]** | Full documentation for creating your own ZenML pipelines. | +| ๐Ÿ“’ **[API Reference]** | Detailed reference on ZenML's API. | +| โšฝ **[Examples]** | Explore more sample projects. | +| ๐Ÿ“ฌ **[Blog]** | Use cases of ZenML and technical deep dives on how we built it. | +| ๐Ÿ”ˆ **[Podcast]** | Conversations with leaders in ML, released every 2 weeks. | +| ๐Ÿ’ฌ **[Join Slack]** | Need help with your specific use case? Say hi on Slack! | +| ๐Ÿ—บ **[Roadmap]** | See where ZenML is working to build new features. | +| ๐Ÿ™‹ **[Contribute]** | Got a PR or feature request? Start here. | [ZenML 101]: https://docs.zenml.io/user-guides/starter-guide [Core Concepts]: https://docs.zenml.io/getting-started/core-concepts [Our latest release]: https://github.com/zenml-io/zenml/releases From 3b8d9c286845836041cef5398cd1972aefeba795 Mon Sep 17 00:00:00 2001 From: Alex Strick van Linschoten Date: Sat, 17 May 2025 18:20:16 +0200 Subject: [PATCH 2/4] Update README.md Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a678ff48..a914f261 100644 --- a/README.md +++ b/README.md @@ -65,7 +65,7 @@ etc. | [Sign Language Detection](sign-language-detection-yolov5) | ๐Ÿ‘ CV | ๐Ÿคš YOLOv5, ๐Ÿ“Š MLflow, ๐Ÿš€ Vertex | yolov5, mlflow, vertex | | [Huggingface to Sagemaker](huggingface-sagemaker) | ๐Ÿš€ MLOps | ๐Ÿ”„ CI/CD, ๐Ÿ“ฆ Deployment | mlflow, sagemaker, kubeflow | | [Databricks Production QA](databricks-production-qa-demo) | ๐Ÿš€ MLOps | ๐Ÿ“Š Monitoring, ๐Ÿ” Quality Assurance | databricks, evidently, shap | -| [Eurorate Predictor](eurorate-predictor) | ๐Ÿ“Š Data | โฑ Time-series, ๐Ÿ›  Airflow/Vertex | airflow, xgboost, vertex | +| [Eurorate Predictor](eurorate-predictor) | ๐Ÿ“Š Data | โฑ Time Series, ๐Ÿ›  Airflow/Vertex | airflow, xgboost, vertex | | [RetailForecast](retail-forecast) | ๐Ÿ“Š Data | โฑ Forecasting, ๐Ÿ“Š Dashboards | prophet, streamlit, zenml | | [Bank Subscription Prediction](bank_subscription_prediction) | ๐Ÿ“Š Data | ๐Ÿ’ผ Classification, โš– Imbalance | xgboost, mlflow, zenml | | [Vertex Registry and Deployer](vertex-registry-and-deployer) | ๐Ÿš€ MLOps | ๐Ÿ“ฆ Model Registry, ๐Ÿš€ Deployment | vertex, gcp, zenml | From 25915c59e4e707519220565c9099eab64dae637a Mon Sep 17 00:00:00 2001 From: Alex Strick van Linschoten Date: Sat, 17 May 2025 18:20:55 +0200 Subject: [PATCH 3/4] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a914f261..980b24d8 100644 --- a/README.md +++ b/README.md @@ -65,10 +65,10 @@ etc. | [Sign Language Detection](sign-language-detection-yolov5) | ๐Ÿ‘ CV | ๐Ÿคš YOLOv5, ๐Ÿ“Š MLflow, ๐Ÿš€ Vertex | yolov5, mlflow, vertex | | [Huggingface to Sagemaker](huggingface-sagemaker) | ๐Ÿš€ MLOps | ๐Ÿ”„ CI/CD, ๐Ÿ“ฆ Deployment | mlflow, sagemaker, kubeflow | | [Databricks Production QA](databricks-production-qa-demo) | ๐Ÿš€ MLOps | ๐Ÿ“Š Monitoring, ๐Ÿ” Quality Assurance | databricks, evidently, shap | +| [Vertex Registry and Deployer](vertex-registry-and-deployer) | ๐Ÿš€ MLOps | ๐Ÿ“ฆ Model Registry, ๐Ÿš€ Deployment | vertex, gcp, zenml | | [Eurorate Predictor](eurorate-predictor) | ๐Ÿ“Š Data | โฑ Time Series, ๐Ÿ›  Airflow/Vertex | airflow, xgboost, vertex | | [RetailForecast](retail-forecast) | ๐Ÿ“Š Data | โฑ Forecasting, ๐Ÿ“Š Dashboards | prophet, streamlit, zenml | | [Bank Subscription Prediction](bank_subscription_prediction) | ๐Ÿ“Š Data | ๐Ÿ’ผ Classification, โš– Imbalance | xgboost, mlflow, zenml | -| [Vertex Registry and Deployer](vertex-registry-and-deployer) | ๐Ÿš€ MLOps | ๐Ÿ“ฆ Model Registry, ๐Ÿš€ Deployment | vertex, gcp, zenml | # ๐Ÿ’ป System Requirements From 22e0747893c9a38b2cd40be8e7c63dfb099a87c0 Mon Sep 17 00:00:00 2001 From: Alex Strick van Linschoten Date: Sat, 17 May 2025 18:47:43 +0200 Subject: [PATCH 4/4] Fix alignment of Oncoclear project in README.md MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Move Oncoclear project from CV section to MLOps section in the project list table to maintain proper categorization. ๐Ÿค– Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 66fd71f1..48851ca2 100644 --- a/README.md +++ b/README.md @@ -61,8 +61,8 @@ etc. | [End-to-end Computer Vision](end-to-end-computer-vision) | ๐Ÿ‘ CV | ๐Ÿ”Ž Object Detection, ๐Ÿท๏ธ Labeling | pytorch, label_studio, yolov8 | | [Magic Photobooth](magic-photobooth) | ๐Ÿ‘ CV | ๐Ÿ“ท Image Gen, ๐ŸŽž๏ธ Video Gen | stable-diffusion, huggingface | | [OmniReader](omni-reader) | ๐Ÿ‘ CV | ๐Ÿ“‘ OCR, ๐Ÿ“Š Evaluation, โš™๏ธ Batch Processing | polars, litellm, openai, ollama | -| [Oncoclear](oncoclear) | ๐Ÿš€ MLOps | ๐Ÿ“ฆ Deployment, ๐Ÿ”„ CI/CD | docker, kubernetes, scikit-learn | | [Sign Language Detection](sign-language-detection-yolov5) | ๐Ÿ‘ CV | ๐Ÿ”Ž Object Detection, โšก Real-time | mlflow, bentoml, vertex-ai | +| [Oncoclear](oncoclear) | ๐Ÿš€ MLOps | ๐Ÿ“ฆ Deployment, ๐Ÿ”„ CI/CD | docker, kubernetes, scikit-learn | | [Huggingface to Sagemaker](huggingface-sagemaker) | ๐Ÿš€ MLOps | ๐Ÿ”„ CI/CD, ๐Ÿ“ฆ Deployment | mlflow, sagemaker, kubeflow | | [Databricks Production QA](databricks-production-qa-demo) | ๐Ÿš€ MLOps | ๐Ÿ“Š Monitoring, ๐Ÿ” Quality Assurance | databricks, evidently, shap | | [Vertex Registry and Deployer](vertex-registry-and-deployer) | ๐Ÿš€ MLOps | ๐Ÿ“ฆ Model Registry, ๐Ÿš€ Deployment | vertex, gcp, zenml |