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Top 22 Jupyter Notebook Docker Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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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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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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adaptnlp
An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.
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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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One-Piece-Image-Classifier
A quick image classifier trained with manually selected One Piece images.
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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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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
References: Data engineering zoomcamp week 6 course and homework notes: https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/cohorts/2024/06-streaming
Project mention: [Machine Learning] [P] Implémentation de la génération de texte à partir de mots clés Python Module | /r/enfrancais | 2023-05-11
Project mention: Geo-spatial Analysis using Python instead of QGIS or ArcGIS Pro | /r/gis | 2023-07-11
Project mention: MLOps in practice: building and deploying a machine learning app | dev.to | 2024-01-11All this process was applied on an open project called snapmath, and the very source code is available on my Github and you can also use it as it is deployed here. And in case you would like to know the whole design and planning process check the project design document.
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 related posts
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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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Personal workspaces in Docker without deep knowledge of Docker
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A note from our sponsor - InfluxDB
www.influxdata.com | 9 May 2024
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 | 22,673 |
| 2 | HELK | 3,659 |
| 3 | ML-Workspace | 3,329 |
| 4 | OwnPhotos | 2,741 |
| 5 | gdrl | 747 |
| 6 | x-stable-diffusion | 546 |
| 7 | keytotext | 436 |
| 8 | adaptnlp | 414 |
| 9 | Gather-Deployment | 351 |
| 10 | gds_env | 126 |
| 11 | aws-lambda-docker-serverless-inference | 92 |
| 12 | analisis-numerico-computo-cientifico | 44 |
| 13 | masakhane-web | 35 |
| 14 | lasagna | 28 |
| 15 | fastassert | 25 |
| 16 | ghcn-d | 21 |
| 17 | SearchGar | 18 |
| 18 | detecting-beer | 10 |
| 19 | NoisyStudent-Based-Object-Recognition | 8 |
| 20 | One-Piece-Image-Classifier | 2 |
| 21 | Twitter-sentiment-analysis | 2 |
| 22 | snapmath | 0 |
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