distributed-ml

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Here are 13 public repositories matching this topic...

superduper-io / superduper

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Superduper: End-to-end framework for building custom AI applications and agents.

Updated Sep 1, 2025
Python

mlinfra-io / mlinfra

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deploy ML Infrastructure and MLOps tooling anywhere quickly and with best practices with a single command

python software-engineering ml-infrastructure platform-engineering mlops distributed-ml

Updated Jul 8, 2026
Python

leondavi / NErlNet

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Nerlnet is a framework for research and development of distributed machine learning models on IoT

python iot distributed-systems machine-learning erlang ai neural-network fault-tolerance ml cowboy federated distributed-machine-learning federated-learning artificial-intelligence-projects distributed-ml federated-learning-framework nerlnet

Updated Mar 8, 2026
Python

DaveAldon / Distributed-ML-with-MLX

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🍎👉🍏 Everything you need in order to get started building distributed machine learning with Apple's MLX

training machine-learning mpi tuning mistral mlx machine-learning-models fine distributed-ml mpi-parallelization mlx-library mistral-7b

Updated Aug 9, 2025
Python

An AI agent that teaches itself to fix bugs — MCTS explores debugging strategies, DPO trains on what works. Pipelined across two H100 nodes: one for 4-bit inference and trajectory collection, one for full bf16 LoRA fine-tuning. Built on Qwen2.5-Coder-7B, evaluated on DebugBench. Inspired by Agent Q (Putta et al., 2024).

agent ai mcts lora fine-tuning distributed-ml dpo huggingface foundation-models llm h100 qwen code-debugging self-improving-ai

Updated Apr 12, 2026
Python

sriramkv3010 / NAFO

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Network-Aware Federated Optimisation (NAFO): a 5G-native framework that jointly optimizes wireless channel conditions, differential privacy, and multi-modal healthcare AI. Demonstrates robust federated learning under realistic 3GPP network constraints with AoI-aware dynamics.

pytorch flower 3gpp 5g multimodal-learning privacy-preserving federated-learning distributed-ml healthcare-ai fedavg fedprox semantic-communication nafo network-aware-learning

Updated May 19, 2026
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abdoyouseef / Grade

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🌍 Generate realistic, dynamic environments for robotics research using Isaac Sim. Manage simulations, control robots, and customize workflows easily.

Updated Jul 14, 2026
Python

Eation5 / Federated-Learning-Simulation

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A simulation framework for federated learning experiments, allowing researchers to test and evaluate privacy-preserving machine learning algorithms on decentralized datasets.

python security federated-learning distributed-ml privacy-preserving-ai

Updated Mar 18, 2026
Python

its-kunal / recommendation-systems

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This project demonstrates how to build a recommendation system using Apache Spark for distributed data processing, Python for machine learning, and common data science libraries. It uses the Alternating Least Squares (ALS) algorithm for collaborative filtering.

python machine-learning spark apache-spark pyspark distributed-ml

Updated Feb 8, 2025
Python

cwccie / fedthreat

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Federated learning utilities for distributed threat detection — Flower integration with differential privacy and secure aggregation

python privacy cybersecurity flower differential-privacy federated-learning threat-detection distributed-ml

Updated Feb 22, 2026
Python

kredd2506 / Astro

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AllReduce/AllGather scaling in ASTRA-sim across torus vs switch topologies on the analytical + ns-3 backends — latency-bound vs bandwidth-bound over message size and node count. Reproducible Docker/Chakra harness + write-up.