Jupyter Notebook Inference

Open-source Jupyter Notebook projects categorized as Inference
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Deep Learning Onnx Pytorch Machine Learning Openvino
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Top 8 Jupyter Notebook Inference Projects

Inference

  • amazon-sagemaker-examples

    Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

    Project mention: Thesis Project Help Using SageMaker Free Tier | /r/aws | 2023-09-23

    I need to use AWS Sagemaker (required, can't use easier services) and my adviser gave me this document to start with: https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart-foundation-models/question_answering_retrieval_augmented_generation/question_answering_langchain_jumpstart.ipynb

  • InfluxDB

    Purpose built for real-time analytics at any scale. InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.

    InfluxDB logo

  • openvino_notebooks

    📚 Jupyter notebook tutorials for OpenVINO™

    Project mention: FLaNK-AIM Weekly 06 May 2024 | dev.to | 2024-05-06

  • TrainYourOwnYOLO

    Train a state-of-the-art yolov3 object detector from scratch!

  • 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.

  • x-stable-diffusion

    Real-time inference for Stable Diffusion - 0.88s latency. Covers AITemplate, nvFuser, TensorRT, FlashAttention. Join our Discord communty: https://discord.com/invite/TgHXuSJEk6

  • optimum-intel

    🤗 Optimum Intel: Accelerate inference with Intel optimization tools

  • aws-lambda-docker-serverless-inference

    Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo

  • csv-schema-inference

    A tool to automatically infer columns data types in .csv files

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).

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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 9,977
2 openvino_notebooks 2,288
3 TrainYourOwnYOLO 647
4 kglab 575
5 x-stable-diffusion 552
6 optimum-intel 379
7 aws-lambda-docker-serverless-inference 95
8 csv-schema-inference 33

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Purpose built for real-time analytics at any scale.
InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.
www.influxdata.com