InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now. Learn more →
Top 22 Shell Machine Learning Projects
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Stream
Stream - Scalable APIs for Chat, Feeds, Moderation, & Video. Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.
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nsfw_data_scraper
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
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bigscience
Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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mlops-v2
Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.
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deployKF
deployKF builds machine learning platforms on Kubernetes. We combine the best of Kubeflow, Airflow†, and MLflow† into a complete platform.
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script-repo
My personal script repository with multiple languages supported. AHK v1+v2 | BASH | BATCH | JSON | PERL | POWERSHELL | PYTHON | WINDOWS REGISTRY | XML
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astroddpm
A denoising diffusion probabilistic model synthesises galaxies that are qualitatively and physically indistinguishable from the real thing.
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Python-Machine-Learning-Template
[DO NOT FORK/CLONE | JUST CLICK ON "USE THIS TEMPLATE" BUTTON] Supercharge your Python machine learning projects with the comprehensive and organized structure provided by the Python Machine Learning Template. 🚀🐍
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NoteWhispers
Voice memos recorded from the microphone, transcribed offline to text and converted to Joplin notes
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features
A collection of development container 'features' for machine learning and data science (by iterative)
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Project mention: Show HN: Mlop – open-source ML Experiment Tracking | news.ycombinator.com | 2025-04-30
You can deploy the entire app using Azure App Service via our Docker Compose (https://github.com/mlop-ai/server/blob/main/docker-compose.y...), anything that supports docker will work!
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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).
Shell Machine Learning discussion
Shell Machine Learning related posts
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Shirt Without Stripes
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Navigating the Data Jungle. Data Analysis Software: A Comprehensive Guide
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Show HN: Beta9 – Open-source, serverless GPU container runtime
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Ask HN: Where to find an env with GPU for model training?
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Workers AI: serverless GPU-powered inference on Cloudflare’s global network
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Ultrafast serverless GPU runtime for custom SD models
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[D] We built Beam: An ultrafast serverless GPU runtime
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A note from our sponsor - InfluxDB
www.influxdata.com | 14 Jul 2025
Index
What are some of the best open-source Machine Learning projects in Shell? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | awesome-kubernetes | 15,510 |
| 2 | nsfw_data_scraper | 12,397 |
| 3 | DeepDive | 1,965 |
| 4 | tensorflow-on-arm | 1,050 |
| 5 | bigscience | 1,002 |
| 6 | enclosure-picroft | 811 |
| 7 | Shirt-without-Stripes | 645 |
| 8 | mlops-v2 | 562 |
| 9 | deployKF | 442 |
| 10 | humanscript | 233 |
| 11 | script-repo | 127 |
| 12 | void-dataset | 127 |
| 13 | mlflow-easyauth | 104 |
| 14 | kubeflow-bootstrap | 67 |
| 15 | astroddpm | 57 |
| 16 | Python-Machine-Learning-Template | 30 |
| 17 | NoteWhispers | 25 |
| 18 | features | 9 |
| 19 | server | 9 |
| 20 | metaflow-on-kubernetes-docs | 8 |
| 21 | model_zoo | 4 |
| 22 | Container-benchmarks | 1 |
Sponsored
Stream - Scalable APIs for Chat, Feeds, Moderation, & Video.
Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.
getstream.io