Peer-To-Peer Federated Deep Learning Using IPFS and PyTorch

In plain words

This project combines IPFS and PyTorch to enable peer-to-peer federated deep learning across distributed networks. It allows machine learning models to be trained collaboratively without requiring a central server, making it suitable for researchers and developers interested in decentralized AI approaches. The system leverages IPFS for data distribution and PyTorch for model training, enabling participants to contribute computing resources directly to shared learning tasks.

written from the facts on this page · September 2026

• 
  Initial release of the distributed TensorFlow runtime2016 · github.com · ▲85

  An Open Source Machine Learning Framework for Everyone - tensorflow/tensorflow/core/distributed_runtime at master · tensorflow/tensorflow

• 
  Netmind Power2023 · netmind.ai · ▲272

  Hi HN, We just opened public access to Qwen3‑Coder‑480B‑A35B‑Instruct via a REST/SDK API. Why it might be interesting: - Fully open-source (Apache‑2.0): https://github.com/QwenLM/Qwen3-Coder - 480B params (35B active MoE), long context up to 1M tokens with YaRN - Matches Claude Sonnet/GPT‑4o on SWE-Bench Verified (81.6%) - Free tier: 100K tokens/month

• 
  Comprehensive Tutorials in Deep Learning Using TensorFlow2018 · github.com · ▲327

  :satellite: Simple and ready-to-use tutorials for TensorFlow - GitHub - instillai/TensorFlow-Course: :satellite: Simple and ready-to-use tutorials for TensorFlow

• 
  IPFS2015 · about.ipfs.io · ▲84

  Peer-to-peer hypermedia protocol for Blockchain powered web

• 
  Neuropod – Uber ATG's open source deep learning inference engine2020 · github.com · ▲80

  A uniform interface to run deep learning models from multiple frameworks - uber/neuropod

• 
  Encrypted Deep Learning in PyTorch2018 · github.com · ▲37

  Perform data science on data that remains in someone else's server - OpenMined/PySyft

• 
  SimCity, but with Permits▲883

  A free city-building game in your browser. You are the mayor. You know what the city needs. Now get it past the zoning board, the neighbors, the appeals court and the next election.

  Life & fun · 23h ago · permit.petercai.com

• IV
  I've been paying for a rural Tanzanian's education for 10 years▲778

  Life & fun · 13d ago · tanzaniaeducationproject.org

• 
  Bigwords.page – Turn any screen into a sign. The URL is the app▲728

  Turn a phone, tablet or TV into a sign. Type a message and it fills the screen: welcome signs, timers, Wi-Fi passwords and more. No app, no account, free.

  Life & fun · 14d ago · bigwords.page

• 
  Guitoro, a virtual guitar you strum with your keyboard▲573

  Play a free virtual guitar online with your keyboard or by touch. Slow songs down and see every chord, string and strum. Acoustic, classic, electric and bass.

  Life & fun · 8d ago · guitoro.com

• 
  See *almost* any carriers phone settings▲432

  Carrier settings from iPhone, Pixel and Galaxy firmware, decoded and compared: APNs, VoLTE, 5G and Wi-Fi Calling per carrier, and what each build changed.

  Life & fun · 12d ago · carrierexplode.com

• 
  The whole Solar System and every tracked satellite, live in the browser▲407

  Life & fun · 22d ago · space.bl2.net

• 
  Google Duplex▲1,447

  An AI assisstant that can talk on the phone 🤖

  AI · 2018 · research.google

• 
  Lobe▲1,236

  Visual tool for building custom deep learning models

  AI · 2018 · github.com

• 
  Screely▲1,099

  Instantly turn screenshots into beautiful images

  Growth · 2018 · screely.com

• 
  Fugue▲1,000

  Free stock music for your videos, games and UI

  Growth · 2018 · icons8.com

• 
  Spirit▲754

  The animation tool for the web.

  Dev tools · 2018 · spiritapp.io

• 
  Google Trends▲700

  A new experience to explore what the world is searching 🔎📈📊

  Life & fun · 2018 · trends.google.com