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Top 17 Jupyter Notebook Docker Projects
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Project mention: How to learn data engineering for free (or at least cheaply) | reddit.com/r/dataengineering | 2023-01-26
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HELK + Mordor combo https://github.com/Cyb3rWard0g/HELK
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SonarQube
Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.
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Project mention: [D] I recently quit my job to start a ML company. Would really appreciate feedback on what we're working on. | reddit.com/r/MachineLearning | 2023-01-06
Also check out: https://github.com/ml-tooling/ml-workspace, it a nice open source project with lots of packages ready to use.
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Project mention: How to proceed further? (Learning RL) | reddit.com/r/reinforcementlearning | 2022-10-03
I would recommend looking at Grokking Deep RL if you are looking for some hands on DRL practice in python without starting completely from scratch. You can find some of the jupyter notebooks here.
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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.
Project mention: Tools to use for Semantic-searching Question Answering System | reddit.com/r/learnprogramming | 2022-04-23Check out adaptnlp
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InfluxDB
Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.
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Gather-Deployment
Gathers scalable Tensorflow, Python infrastructure deployment and practices, 100% Docker.
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x-stable-diffusion
Real-time inference for Stable Diffusion - 0.88s latency. Covers AITemplate, nvFuser, TensorRT, FlashAttention.
Project mention: [D] Is there an affordable way to host a diffusers Stable Diffusion model publicly on the Internet for "real-time"-inference? (CPU or Serverless GPU?) | reddit.com/r/MachineLearning | 2022-12-06Cheapest would be to deploy it on your own using: https://github.com/stochasticai/x-stable-diffusion. Let me if you need more help on real-time inference.
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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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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.
Project mention: Sentiment Analysis on football related tweets | reddit.com/r/learnmachinelearning | 2022-04-18You can find more details about the project on my GitHub repo.
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One-Piece-Image-Classifier
A quick image classifier trained with manually selected One Piece images.
Project mention: Finetuning with Tensorflow - Image Classification | reddit.com/r/learnmachinelearning | 2022-04-08You can learn more about the project repository on the link below : https://github.com/Justsecret123/One-Piece-Image-Classifier
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Jupyter Notebook Docker related posts
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- A single docker image with the toolset to create and provision infra and set up production-ready kubernetes cluster
- Extended Jupyter notebook & Jupyter Lab docker image
- Extended Jupyter notebook & Jupyter Lab docker image
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A note from our sponsor - InfluxDB
www.influxdata.com | 29 Jan 2023
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 | 11,126 |
2 | HELK | 3,362 |
3 | ML-Workspace | 2,908 |
4 | OwnPhotos | 2,696 |
5 | alnoda-workspaces | 1,121 |
6 | gdrl | 540 |
7 | adaptnlp | 407 |
8 | keytotext | 381 |
9 | Gather-Deployment | 345 |
10 | x-stable-diffusion | 273 |
11 | aws-lambda-docker-serverless-inference | 79 |
12 | flytesnacks | 51 |
13 | analisis-numerico-computo-cientifico | 42 |
14 | SearchGar | 16 |
15 | NoisyStudent-Based-Object-Recognition | 8 |
16 | Twitter-sentiment-analysis | 2 |
17 | One-Piece-Image-Classifier | 0 |