Shell Machine Learning

Open-source Shell projects categorized as Machine Learning

Top 19 Shell Machine Learning Projects

Machine Learning
  • awesome-kubernetes

    A curated list for awesome kubernetes sources :ship::tada:

  • 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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  • nsfw_data_scraper

    Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

  • DeepDive

    DeepDive

  • tensorflow-on-arm

    TensorFlow for Arm

  • bigscience

    Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.

  • enclosure-picroft

    Mycroft interface for Raspberry Pi environment

  • Shirt-without-Stripes

    State of AI

  • SaaSHub

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

    SaaSHub logo
  • mlops-v2

    Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

  • humanscript

    A truly natural scripting language

  • Project mention: humanscript: An LLM powered plain english programming language | /r/nektonai | 2023-08-10
  • void-dataset

    Visual Odometry with Inertial and Depth (VOID) dataset

  • mlflow-easyauth

    Deploy MLflow with HTTP basic authentication using Docker

  • get-beam

    Run GPU inference and training jobs on serverless infrastructure that scales with you.

  • Project mention: Show HN: Beta9 – Open-source, serverless GPU container runtime | news.ycombinator.com | 2024-05-13

    - A custom runc container runtime

    You can run Beta9 locally, or using a managed service, Beam Cloud (https://beam.cloud).

    See it in action: https://github.com/beam-cloud/beta9

  • astroddpm

    A denoising diffusion probabilistic model synthesises galaxies that are qualitatively and physically indistinguishable from the real thing.

  • kubeflow-bootstrap

    🪐 1-click Kubeflow using ArgoCD

  • Project mention: Show HN: Kubeflow's Missing Helm Chart | news.ycombinator.com | 2024-03-19

    Kubeflow is an ML platform like Sagemaker or Databricks that you can self-host in a Kubernetes cluster.

    Installing/deploying it is as complicated as it sounds, but we've put together an infrastructure project that lets you '1-click' install it even in tiny environments.

    The GH repo (also linked in blog) allows you to start Kubeflow in a codespace or small device using a docker container -- this is both good for trying it out and developing it into your own internal ML platform.

    https://github.com/treebeardtech/kubeflow-helm

  • 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. 🚀🐍

  • metaflow-on-kubernetes-docs

    Documentation For Running Metaflow on Kubernetes

  • features

    A collection of development container 'features' for machine learning and data science (by iterative)

  • Project mention: Microsoft Docker Development Container Templates | news.ycombinator.com | 2023-08-13

    * "Features" (https://containers.dev/implementors/features/ ) which allow you to quickly add functionality to your dev containers. For example, when I want to add the terraform CLI, I add the corresponding feature to the devcontainer.json.

  • model_zoo

    A repository of custom models specialized to various use cases.

  • Container-benchmarks

    Simple benchmarks of containers using sysbench

  • Project mention: Some benchmarks of containers | /r/homelab | 2023-10-23
  • SaaSHub

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

    SaaSHub logo
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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Shell Machine Learning related posts

  • Navigating the Data Jungle. Data Analysis Software: A Comprehensive Guide

    2 projects | dev.to | 6 Jun 2024
  • Show HN: Beta9 – Open-source, serverless GPU container runtime

    2 projects | news.ycombinator.com | 13 May 2024
  • Ask HN: Where to find an env with GPU for model training?

    1 project | news.ycombinator.com | 16 Jan 2024
  • Workers AI: serverless GPU-powered inference on Cloudflare’s global network

    3 projects | news.ycombinator.com | 27 Sep 2023
  • Ultrafast serverless GPU runtime for custom SD models

    1 project | /r/StableDiffusion | 22 Sep 2023
  • [D] We built Beam: An ultrafast serverless GPU runtime

    2 projects | /r/MachineLearning | 15 Sep 2023
  • Install ros 2 humble on jetson orin

    3 projects | /r/ROS | 25 Jun 2023
  • A note from our sponsor - SaaSHub
    www.saashub.com | 13 Jun 2024
    SaaSHub helps you find the best software and product alternatives Learn more →

Index

What are some of the best open-source Machine Learning projects in Shell? This list will help you:

Project Stars
1 awesome-kubernetes 14,813
2 nsfw_data_scraper 12,177
3 DeepDive 1,948
4 tensorflow-on-arm 1,049
5 bigscience 954
6 enclosure-picroft 799
7 Shirt-without-Stripes 642
8 mlops-v2 464
9 humanscript 225
10 void-dataset 110
11 mlflow-easyauth 100
12 get-beam 91
13 astroddpm 47
14 kubeflow-bootstrap 22
15 Python-Machine-Learning-Template 13
16 metaflow-on-kubernetes-docs 7
17 features 6
18 model_zoo 3
19 Container-benchmarks 1

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