diff --git a/README.md b/README.md index 5c5b033d..8cf5ef08 100644 --- a/README.md +++ b/README.md @@ -13,11 +13,6 @@ integrations.

Get everything you need to start a project... -
Features ยท @@ -63,15 +58,16 @@ 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‘ Computer Vision | ๐Ÿ”Ž Object Detection, ๐Ÿท๏ธ Labeling | pytorch, label_studio, yolov8 | -| [Magic Photobooth](magic-photobooth) | ๐Ÿ‘ Computer Vision | ๐Ÿ“ท Image Gen, ๐ŸŽž๏ธ Video Gen | stable-diffusion, huggingface | -| [OmniReader](omni-reader) | ๐Ÿ‘ Computer Vision | ๐Ÿ“‘ OCR, ๐Ÿ“Š Evaluation, โš™๏ธ Batch Processing | polars, litellm, openai, ollama | +| [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 | +| [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 | -| [Sign Language Detection](sign-language-detection-yolov5) | ๐Ÿ‘ Computer Vision | ๐Ÿ”Ž 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, ๐Ÿงน ETL | airflow, bigquery, xgboost | -| [RetailForecast](retail-forecast) | ๐Ÿ“Š Data | โฑ๏ธ Time Series, ๐Ÿ“ˆ Forecasting, ๐Ÿ”„ Multi-Model | prophet, zenml, pandas | +| [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๏ธ Time Series, ๐Ÿงน ETL | airflow, bigquery, xgboost | +| [RetailForecast](retail-forecast) | ๐Ÿ“Š Data | โฑ๏ธ Time Series, ๐Ÿ“ˆ Forecasting, ๐Ÿ”„ Multi-Model | prophet, zenml, pandas | | [Bank Subscription Prediction](bank_subscription_prediction) | ๐Ÿ“Š Data | ๐Ÿ’ผ Classification, โš–๏ธ Imbalanced Data, ๐Ÿ” Feature Selection | xgboost, plotly, zenml | # ๐Ÿ’ป System Requirements @@ -132,22 +128,20 @@ 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 @@ -159,4 +153,4 @@ the Apache License Version 2.0. [Podcast]: https://podcast.zenml.io/ [Join Slack]: https://zenml.io/slack-invite/ [Roadmap]: https://zenml.io/roadmap -[Contribute]: https://github.com/zenml-io/zenml/blob/main/CONTRIBUTING.md +[Contribute]: https://github.com/zenml-io/zenml/blob/main/CONTRIBUTING.md \ No newline at end of file