@@ -13,11 +13,6 @@ integrations.</h3>
1313
1414 <p align =" center " >
1515 Get everything you need to start a project...
16- <!-- <div align="center">
17- Join our <a href="https://zenml.io/slack" target="_blank">
18- <img width="25" src="https://img.shields.io/badge/JOIN US ON SLACK-4A154B?style=for-the-badge&logo=slack&logoColor=white" alt="Slack"/>
19- <b>Slack Community</b> </a> and be part of the ZenML family.
20- </div> -->
2116 <br />
2217 <a href="https://zenml.io/features">Features</a>
2318 ·
6358| [ Gamesense] ( gamesense ) | 🤖 LLMOps | 🧠 LoRA, ⚡ Efficient Training | pytorch, peft, phi-2 |
6459| [ Nightwatch AI] ( nightwatch-ai ) | 🤖 LLMOps | 📝 Summarization, 📊 Reporting | openai, supabase, slack |
6560| [ ResearchRadar] ( research-radar ) | 🤖 LLMOps | 📝 Classification, 📊 Comparison | anthropic, huggingface, transformers |
66- | [ End-to-end Computer Vision] ( end-to-end-computer-vision ) | 👁 Computer Vision | 🔎 Object Detection, 🏷️ Labeling | pytorch, label_studio, yolov8 |
67- | [ Magic Photobooth] ( magic-photobooth ) | 👁 Computer Vision | 📷 Image Gen, 🎞️ Video Gen | stable-diffusion, huggingface |
68- | [ OmniReader] ( omni-reader ) | 👁 Computer Vision | 📑 OCR, 📊 Evaluation, ⚙️ Batch Processing | polars, litellm, openai, ollama |
61+ | [ End-to-end Computer Vision] ( end-to-end-computer-vision ) | 👁 CV | 🔎 Object Detection, 🏷️ Labeling | pytorch, label_studio, yolov8 |
62+ | [ Magic Photobooth] ( magic-photobooth ) | 👁 CV | 📷 Image Gen, 🎞️ Video Gen | stable-diffusion, huggingface |
63+ | [ OmniReader] ( omni-reader ) | 👁 CV | 📑 OCR, 📊 Evaluation, ⚙️ Batch Processing | polars, litellm, openai, ollama |
64+ | [ Sign Language Detection] ( sign-language-detection-yolov5 ) | 👁 CV | 🔎 Object Detection, ⚡ Real-time | mlflow, bentoml, vertex-ai |
6965| [ Oncoclear] ( oncoclear ) | 🚀 MLOps | 📦 Deployment, 🔄 CI/CD | docker, kubernetes, scikit-learn |
70- | [ Sign Language Detection] ( sign-language-detection-yolov5 ) | 👁 Computer Vision | 🔎 Object Detection, ⚡ Real-time | mlflow, bentoml, vertex-ai |
7166| [ Huggingface to Sagemaker] ( huggingface-sagemaker ) | 🚀 MLOps | 🔄 CI/CD, 📦 Deployment | mlflow, sagemaker, kubeflow |
7267| [ Databricks Production QA] ( databricks-production-qa-demo ) | 🚀 MLOps | 📊 Monitoring, 🔍 Quality Assurance | databricks, evidently, shap |
73- | [ Eurorate Predictor] ( eurorate-predictor ) | 📊 Data | ⏱️ Time Series, 🧹 ETL | airflow, bigquery, xgboost |
74- | [ RetailForecast] ( retail-forecast ) | 📊 Data | ⏱️ Time Series, 📈 Forecasting, 🔄 Multi-Model | prophet, zenml, pandas |
68+ | [ Vertex Registry and Deployer] ( vertex-registry-and-deployer ) | 🚀 MLOps | 📦 Model Registry, 🚀 Deployment | vertex, gcp, zenml |
69+ | [ Eurorate Predictor] ( eurorate-predictor ) | 📊 Data | ⏱️ Time Series, 🧹 ETL | airflow, bigquery, xgboost |
70+ | [ RetailForecast] ( retail-forecast ) | 📊 Data | ⏱️ Time Series, 📈 Forecasting, 🔄 Multi-Model | prophet, zenml, pandas |
7571| [ Bank Subscription Prediction] ( bank_subscription_prediction ) | 📊 Data | 💼 Classification, ⚖️ Imbalanced Data, 🔍 Feature Selection | xgboost, plotly, zenml |
7672
7773# 💻 System Requirements
@@ -132,22 +128,20 @@ this repository. Any contribution made to this project will be licensed under
132128the Apache License Version 2.0.
133129
134130# 📖 Learn More
135-
136- | ZenML Resources | Description |
137- | -----------------------------| -------------------------------------------------------------------------|
138- | 🧘♀️ ** [ ZenML 101] ** | New to ZenML? Here's everything you need to know! |
139- | ⚛️ ** [ Core Concepts] ** | Some key terms and concepts we use. |
140- | 🚀 ** [ Our latest release] ** | New features, bug fixes. |
141- | 🗳 ** [ Vote for Features] ** | Pick what we work on next! |
142- | 📓 ** [ Docs] ** | Full documentation for creating your own ZenML pipelines. |
143- | 📒 ** [ API Reference] ** | Detailed reference on ZenML's API. |
144- | ⚽️ ** [ Examples] ** | Learn best through examples where ZenML is used. We've got you covered. |
145- | 📬 ** [ Blog] ** | Use cases of ZenML and technical deep dives on how we built it. |
146- | 🔈 ** [ Podcast] ** | Conversations with leaders in ML, released every 2 weeks. |
147- | 💬 ** [ Join Slack] ** | Need help with your specific use case? Say hi on Slack! |
148- | 🗺 ** [ Roadmap] ** | See where ZenML is working to build new features. |
149- | 🙋♀️ ** [ Contribute] ** | How to contribute to the ZenML project and code base. |
150-
131+ | ZenML Resources | Description |
132+ | -----------------------------| ----------------------------------------------------|
133+ | 🧘 ** [ ZenML 101] ** | New to ZenML? Here's everything you need to know! |
134+ | ⚛ ** [ Core Concepts] ** | Understand ZenML's building blocks. |
135+ | 🚀 ** [ Our latest release] ** | New features, bug fixes. |
136+ | 🗳 ** [ Vote for Features] ** | Pick what we work on next! |
137+ | 📓 ** [ Docs] ** | Full documentation for creating your own ZenML pipelines. |
138+ | 📒 ** [ API Reference] ** | Detailed reference on ZenML's API. |
139+ | ⚽ ** [ Examples] ** | Explore more sample projects. |
140+ | 📬 ** [ Blog] ** | Use cases of ZenML and technical deep dives on how we built it. |
141+ | 🔈 ** [ Podcast] ** | Conversations with leaders in ML, released every 2 weeks. |
142+ | 💬 ** [ Join Slack] ** | Need help with your specific use case? Say hi on Slack! |
143+ | 🗺 ** [ Roadmap] ** | See where ZenML is working to build new features. |
144+ | 🙋 ** [ Contribute] ** | Got a PR or feature request? Start here. |
151145[ ZenML 101 ] : https://docs.zenml.io/user-guides/starter-guide
152146[ Core Concepts ] : https://docs.zenml.io/getting-started/core-concepts
153147[ Our latest release ] : https://github.com/zenml-io/zenml/releases
@@ -159,4 +153,4 @@ the Apache License Version 2.0.
159153[ Podcast ] : https://podcast.zenml.io/
160154[ Join Slack ] : https://zenml.io/slack-invite/
161155[ Roadmap ] : https://zenml.io/roadmap
162- [ Contribute ] : https://github.com/zenml-io/zenml/blob/main/CONTRIBUTING.md
156+ [ Contribute ] : https://github.com/zenml-io/zenml/blob/main/CONTRIBUTING.md
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