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Top 23 Jupyter Notebook Docker Projects
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Data Engineering SQL
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awesome-ai-ml-dl
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
Project mention: Show HN: Llama 3.2 Interpretability with Sparse Autoencoders | news.ycombinator.com | 2024-11-21From https://news.ycombinator.com/item?id=34619013 :
> /? awesome "explainable ai" https://www.google.com/search?q=awesome+%22explainable+ai%22
- (Many other great resources)
- https://github.com/neomatrix369/awesome-ai-ml-dl/blob/master... :
> Post model-creation analysis, ML interpretation/explainability
> /? awesome "explainable ai" "XAI"
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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
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containers
🐳 | Dockerfiles for the RunPod container images used for our official templates. (by runpod)
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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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lasagna
A Docker Compose template that builds a interactive development environment for PySpark with Jupyter Lab, MinIO as object storage, Hive Metastore, Trino and Kafka
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fastassert
Dockerized LLM inference server with constrained output (JSON mode), built on top of vLLM and outlines. Faster, cheaper and without rate limits. Compare the quality and latency to your current LLM API provider.
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detecting-beer
Определение количества позиций товара на витрине по фотографиям. (label-studio, yolov5, torch, rabbitmq, pika, docker-compose)
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Twitter-sentiment-analysis
A sentiment analysis model trained with Kaggle GPU on 1.6M examples, used to make inferences on 220k tweets about Messi and draw insights from their results.
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One-Piece-Image-Classifier
A quick image classifier trained with manually selected One Piece images.
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 Docker discussion
Jupyter Notebook Docker related posts
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Statistical Rethinking (2024 Edition)
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Data Engineering Zoomcamp Week 6 - using redpanda 1
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Final project part 5
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Building a project in DBT
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Testing and documenting DBT models
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Extracting data with dlt
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How we made containerized development environments without knowledge of Docker
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A note from our sponsor - SaaSHub
www.saashub.com | 19 Jan 2025
Index
What are some of the best open-source Docker projects in Jupyter Notebook? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | data-engineering-zoomcamp | 27,588 |
| 2 | HELK | 3,788 |
| 3 | ML-Workspace | 3,458 |
| 4 | OwnPhotos | 2,773 |
| 5 | jetson-containers | 2,592 |
| 6 | awesome-ai-ml-dl | 1,508 |
| 7 | gdrl | 812 |
| 8 | x-stable-diffusion | 553 |
| 9 | keytotext | 446 |
| 10 | Gather-Deployment | 352 |
| 11 | containers | 158 |
| 12 | gds_env | 137 |
| 13 | aws-lambda-docker-serverless-inference | 97 |
| 14 | analisis-numerico-computo-cientifico | 44 |
| 15 | lasagna | 36 |
| 16 | masakhane-web | 35 |
| 17 | fastassert | 27 |
| 18 | ghcn-d | 24 |
| 19 | SearchGar | 18 |
| 20 | detecting-beer | 10 |
| 21 | NoisyStudent-Based-Object-Recognition | 8 |
| 22 | Twitter-sentiment-analysis | 2 |
| 23 | One-Piece-Image-Classifier | 2 |
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