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Top 11 Jupyter Notebook Inference Projects
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amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
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SaaSHub
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kglab
Graph Data Science: an abstraction layer in Python for building knowledge graphs, integrated with popular graph libraries – atop Pandas, NetworkX, RAPIDS, RDFlib, pySHACL, PyVis, morph-kgc, pslpython, pyarrow, etc.
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Deepdive-llama3-from-scratch
Achieve the llama3 inference step-by-step, grasp the core concepts, master the process derivation, implement the code.
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aws-lambda-docker-serverless-inference
Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.
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H.E.I.M.D.A.L.L
H.E.I.M.D.A.L.L looks at fleet telemetry and gives you natural-language insights. GPU data loading (cuDF), local LLM inference (Gemma 2), and production NIM on GKE. Open the notebooks, run cells, get answers! Quick start should not take longer than 10 minutes and the T4 path is completely free!
Project mention: Show HN: H.e.i.m.d.a.l.l – Telemetry-to-insight pipeline for fleet telemetry | news.ycombinator.com | 2026-02-17
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Jupyter Notebook Inference discussion
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DeepDive: In-Depth Decryption of LLMs Construction and Inference from Scratch
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DeepDive in everything of Llama3: revealing detailed insights and implementation
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DeepDive in everything of Llama3: revealing detailed insights and implementation
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AI engineering Academy – open-source AI Engineering roadmap
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Optimum Intel OpenVino Performance
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Trouvez-la plus vite
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A note from our sponsor - SaaSHub
www.saashub.com | 12 Jul 2026
Index
What are some of the best open-source Inference projects in Jupyter Notebook? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | amazon-sagemaker-examples | 10,971 |
| 2 | openvino_notebooks | 3,178 |
| 3 | AI-Engineering.academy | 2,352 |
| 4 | Nanoflow | 966 |
| 5 | kglab | 687 |
| 6 | TrainYourOwnYOLO | 674 |
| 7 | Deepdive-llama3-from-scratch | 629 |
| 8 | optimum-intel | 603 |
| 9 | aws-lambda-docker-serverless-inference | 100 |
| 10 | csv-schema-inference | 37 |
| 11 | H.E.I.M.D.A.L.L | 17 |
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