Self-Hosting-Guide

Self-Hosting Guide. Learn all about locally hosting (on premises & private web servers) and managing software applications by yourself or your organization. Including Cloud, LLMs, WireGuard, Automation, Home Assistant, and Networking.
https://github.com/mikeroyal/Self-Hosting-Guide

Last synced: 6 days ago
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ML frameworks & applications
- Interfaces
  - Chainer - based deep learning framework aiming at flexibility. It provides automatic differentiation APIs based on the define-by-run approach (dynamic computational graphs) as well as object-oriented high-level APIs to build and train neural networks. It also supports CUDA/cuDNN using [CuPy](https://github.com/cupy/cupy) for high performance training and inference.
  - Microsoft Cognitive Toolkit (CNTK) - source toolkit for commercial-grade distributed deep learning. It describes neural networks as a series of computational steps via a directed graph. CNTK allows the user to easily realize and combine popular model types such as feed-forward DNNs, convolutional neural networks (CNNs) and recurrent neural networks (RNNs/LSTMs). CNTK implements stochastic gradient descent (SGD, error backpropagation) learning with automatic differentiation and parallelization across multiple GPUs and servers.
  - Tensorman
  - Azure Databricks - based big data analytics service designed for data science and data engineering. Azure Databricks, sets up your Apache Spark environment in minutes, autoscale, and collaborate on shared projects in an interactive workspace. Azure Databricks supports Python, Scala, R, Java, and SQL, as well as data science frameworks and libraries including TensorFlow, PyTorch, and scikit-learn.
  - Apache MXNet
  - PlaidML
  - OpenCV - time computer vision applications. The C++, Python, and Java interfaces support Linux, MacOS, Windows, iOS, and Android.
  - Caffe
  - Theano - dimensional arrays efficiently including tight integration with NumPy.
  - nGraph - of-use to AI developers.
  - Apache Spark Connector for SQL Server and Azure SQL - performance connector that enables you to use transactional data in big data analytics and persists results for ad-hoc queries or reporting. The connector allows you to use any SQL database, on-premises or in the cloud, as an input data source or output data sink for Spark jobs.
  - Cluster Manager for Apache Kafka(CMAK)
  - Numba - aware optimizing compiler for Python sponsored by Anaconda, Inc. It uses the LLVM compiler project to generate machine code from Python syntax. Numba can compile a large subset of numerically-focused Python, including many NumPy functions. Additionally, Numba has support for automatic parallelization of loops, generation of GPU-accelerated code, and creation of ufuncs and C callbacks.
  - cuML - learn.
  - AutoGluon - accuracy deep learning models on tabular, image, and text data.
  - TensorFlow - to-end open source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries and community resources that lets researchers push the state-of-the-art in ML and developers easily build and deploy ML powered applications.
Models of Raspberry Pi boards
- Setting up WireGuard on Home Assistant
Networking Tools & Concepts
- Configure WDT service
  - cURL - line tool for transferring data using various network protocols(HTTP, HTTPS, FTP, FTPS, SCP, SFTP, TFTP, DICT, TELNET, LDAP LDAPS, MQTT, POP3, POP3S, RTMP, RTMPS, RTSP, SCP, SFTP, SMB, SMBS, SMTP or SMTPS). cURL is also used in cars, television sets, routers, printers, audio equipment, mobile phones, tablets, settop boxes, media players and is the Internet transfer engine for thousands of software applications in over ten billion installations.
  - Authelia - source highly-available authentication server providing single sign-on capability and two-factor authentication to applications running behind [NGINX](https://nginx.org/en/).
  - nginx(engine x)
  - cURL Fuzzer
  - DoH - alone application for DoH (DNS-over-HTTPS) name resolves and lookups.
  - HTTPie - line HTTP client. Its goal is to make CLI interaction with web services as human-friendly as possible. HTTPie is designed for testing, debugging, and generally interacting with APIs & HTTP servers.
  - HTTPStat
  - Wuzz
  - Websocat - line client for WebSockets, like netcat (or curl) for ws:// with advanced socat-like functions.
Network Protocols
- Interfaces
  - OAuth 2.0 - party applications to access the user account.
  - Containerd.io
Node.js Learning Resources
- In-memory data grids
Node.js Tools
- In-memory data grids
  - NPM
  - nvm - user, and invoked per-shell. nvm works on any POSIX-compliant shell (sh, dash, ksh, zsh, bash), in particular on these platforms: unix, macOS, and windows WSL.
  - Express
  - Meteor - simple environment for building modern web applications with JavavScript.
  - NW.js
  - PM2 - in load balancer. It allows you to keep applications alive forever, to reload them without downtime and to facilitate common system admin tasks.
  - NestJS
  - Strapi
  - Standard
  - Hexo
  - node-gyp - platform command-line tool written in Node.js for compiling native addon modules for Node.js. It contains a vendored copy of the gyp-next project that was previously used by the Chromium team, extended to support the development of Node.js native addons.
  - Mocha
  - AVA
  - egg
  - mysqljs
  - axios
Online ML Learning Resources
- In-memory data grids
  - openHAB - platform software with the aim to integrate all kinds of Smart Home technologies, devices, etc.
  - Eclipse SmartHome - to-use solution. It offers a large set of features to choose from and leaves enough possibilities to design a Smart Home solution specific to your expectations. Its modular design brings millions of combinations and proves to be easily extensible by custom parts.
  - The Thing System
  - Hazelcast - memory data grid based on Java.
  - Home Assistant
- Interfaces
  - RetroPie
  - Ubuntu Server for ARM
  - Manjaro Linux ARM
  - Arch Linux ARM
  - Ubuntu MATE for Raspberry Pi
  - Ubuntu Core on a Raspberry Pi
  - Kali Linux for the Raspberry Pi
  - RetroArch
  - LibreELEC
  - Machine Learning by Stanford University from Coursera
  - Machine Learning Courses Online from Udemy
  - Learn Machine Learning with Online Courses and Classes from edX
  - DBus - process communication, and remote procedure call mechanism that allows communication between multiple processes running concurrently on the same machine.
  - Constrained Application Protocol (CoAP) - to-machine (M2M) applications such as smart energy and building automation."
  - openSUSE
  - SUSE
  - Simba
  - HeliOS
  - VxWorks - leading real-time operating systems (RTOS) for building embedded devices and systems for more than 30 years.
  - Zephyr OS - oriented RTOS with a small-footprint kernel designed for use on resource-constrained and embedded systems. Zephyr has a small-foorprint Kernel focusing on embedded devices compatible with x86, ARM, RISC-V, Xtensa and [others](https://docs.zephyrproject.org/latest/boards/index.html).
  - FreeRTOS - time operating system for microcontrollers that makes small, low-power edge devices easy to program, deploy, secure, connect, and manage.
  - Contiki-os - constrained systems with a focus on low-power wireless Internet of Things devices.
  - IoTSyS
  - Raspberry Pi OS
  - LWM2M
  - DuinOS
  - OpenIoT - connected objects, while at the same time generating and processing important business/applications events.
  - OpenRemote
  - Debian
  - Advanced Message Queuing Protocol (AMQP)
  - Trampoline
- Toolkits
  - Thingful
  - openPicus FlyportPro - on-module is the best solution for those customers looking for flexibility and for development time and risk reduction.
  - Pinoccio - Internet access to all yout IoT devices, and it is Arduino compatible. Each board can assume the role of Scout in a Troop and one of the Scouts is the Lead to connect internet: Field Scouts talk to each other using a mesh network (called a Troop), using an extremely low-power radio.
  - KinomaJS
  - IoT Toolkit - performance collection of libraries optimized for minimum memory consumption in RAM, ROM, high speed, and versatility working on any device.
  - Freeboard - time dashboard builder for IOT and other web mashups. A free open-source alternative to Geckoboard.
  - BeagleBone - power open-source single-board computer produced by Texas Instruments. It runs Android, Ubuntu and other Linux flavors.
Open Source Security Learning Resources
- Interfaces
Operating System
- In-memory data grids
  - Rust on Chrome OS
  - Bottlerocket OS - source Linux-based operating system meant for hosting containers. Bottlerocket focuses on security and maintainability, providing a reliable, consistent, and safe platform for container-based workloads.
Python Frameworks and Tools
- In-memory data grids
  - Scikit-Learn
  - Python Package Index (PyPI)
  - PyCharm
  - Django - level Python Web framework that encourages rapid development and clean, pragmatic design.
  - Web2py - source web application framework written in Python allowing allows web developers to program dynamic web content. One web2py instance can run multiple web sites using different databases.
  - Falcon - performance Python web framework for building large-scale app backends and microservices with support for MongoDB, Pluggable Applications and autogenerated Admin.
  - Pillow
  - IPython
  - Pandas
  - Matplotlib - quality figures in a variety of hardcopy formats and interactive environments across platforms.
  - Python Tools for Visual Studio(PTVS)
  - Python Tools for Visual Studio(PTVS)
  - Pylance
  - Pyright
  - AWS Chalice
  - Pipenv
  - Python Fire
  - Bottle - framework for Python. It is distributed as a single file module and has no dependencies other than the [Python Standard Library](https://docs.python.org/library/).
  - Neural Network Intelligence(NNI)
  - Luigi - in.
  - Locust
  - spaCy
  - PuLP
  - Scrapy - level web crawling and web scraping framework, used to crawl websites and extract structured data from their pages. It can be used for a wide range of purposes, from data mining to monitoring and automated testing.
  - Sanic
  - GraphLab Create - scale, high-performance machine learning models.
  - Sentry
Python Learning Resources
- In-memory data grids
Raspberry Pi Learning Resources
- Setting up WireGuard on Home Assistant

Programming Languages

Python 102 Go 74 TypeScript 66 JavaScript 62 Rust 54 C++ 43 Shell 27 C 27 Jinja 17 Java 16

Categories

Sub Categories

In-memory data grids 330 Interfaces 317 Nostr 189 Smart Home Automation 106 Setting up WireGuard on Home Assistant 74 Development 53 Databases 50 Tutorials & Resources 49 System Hardware 45 Operating Systems 43 Network Tools 40 Configure WDT service 39 Subreddits 39 Cloud 37 Containers 37 Gaming 35 Automation 33 Virtualization 31 YouTube Channels 31 Media Server 31 Monitoring 29 Pastebins 26 Photos 23 Home Server 21 Remote Access 21 Wikis 20 Storage 18 Search 18 File systems 18 Communications 18 Voice Assistants 17 LLMs 17 Websites/Blogs 17 Collaboration & Synchronization 16 Podcasting 15 Video and Audio Processing 15 Social 15 WireGuard Tools 15 Snapshots Management/System Recovery 15 Running Locally on Windows, MacOS, and Linux: 14 Gardening 14 Setting up WireGuard on OpenWRT 13 Note-Taking 13 Home Assistant integrations 13 DNS 12 Web servers 12 SSH 11 Maps 11 Analytics 11 Security 11 ESPHome 11 Backups 10 Configuration Management 10 Encryption 10 Video Surveillance 9 Troubleshooting 9 Health 9 BSD 9 Bookmarks 8 iMessage 8 Archiving 8 RSS 8 Business Management 7 Password Management 7 Notifications 7 Dashboards 7 Toolkits 7 VPN 7 Text-To-Speech Synthesis (TTS) 7 Homebridge 6 Service Discovery 6 CI/CD 5 Home Assistant 5 LDAP 5 What is Tailscale? 5 Back4app Web Deployment 4 Log Management 4 Foundations/Projects 4 Podcasts 4 Cloud Storage 4 Time Monitoring 3 Install ESPHome using Home Assistant 3 AudioBooks 3 The BSD Desktop for the average user 3 Books 3 What is Netmaker? 2 Turning Raspberry Pi into a Router 2 ChatGPT 2 MinIO Object Storage 2 Tools to write the Operating System (OS) image to your boot media(microSD card) 2 Setting Watchdog Timer (WDT) on Raspberry Pi 1 Install ESPHome using Docker 1

Keywords

nostr 104 python 52 home-assistant 48 docker 42 rust 34 homeassistant 34 self-hosted 30 addon 24 cli 23 addons 23 golang 21 security 20 kubernetes 19 nodejs 19 automation 18 raspberry-pi 16 javascript 15 privacy 15 lovelace 15 machine-learning 14 linux 14 go 14 http 13 ai 13 android 13 java 12 swift 12 monitoring 12 cpp 11 postgresql 11 typescript 11 server 11 wireguard 10 deep-learning 10 containers 10 pastebin 10 hacs 10 search 10 ios 9 web 9 iot 9 home-automation 9 nostr-protocol 9 database 9 macos 9 devops 9 sql 9 node 8 search-engine 8 windows 8

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Awesome

Self-Hosting-Guide

ML frameworks & applications

Interfaces

Models of Raspberry Pi boards

Setting up WireGuard on Home Assistant

Networking Tools & Concepts

Configure WDT service

Network Protocols

Interfaces

Node.js Learning Resources

In-memory data grids

Node.js Tools

In-memory data grids

Online ML Learning Resources

In-memory data grids

Interfaces

Toolkits

Open Source Security Learning Resources

Interfaces

Operating System

In-memory data grids

Python Frameworks and Tools

In-memory data grids

Python Learning Resources

In-memory data grids

Raspberry Pi Learning Resources

Setting up WireGuard on Home Assistant