Awesome Trainings from Cloud Native Computing Foundation Projects and Kubernetes related software

An Incremental Learning, Continual Learning, and Life-Long Learning Repository

Evaluate three types of task shifting with popular continual learning algorithms.

CORe50: a new Dataset and Benchmark for Continual Learning

Source code and datasets for Ekya, a system for continuous learning on the edge.

Explorations into the proposed Streaming Deep Reinforcement Learning, from University of Alberta

This research proposed an Advanced DDoS Attack Detection System (ADADS) using a Hybrid Detection Model (HDM) and Continuous Learning Model (CLM) for dynamic adaptation to evolving attack patterns.

PatternEx domain feed: malicious domains detected with AI

comparative evaluation of incremental machine learning methods

Automated Filtering of Undesirable Web Data to Update LLM Knowledge

SkillLens GitHub Action that turns pull request reviews into personalized learning prompts. Analyzes review comments, detects knowledge gaps, and outputs recommended topics.

Autonomous self-learning Agent Plugin for Claude Code 🤖 Automatic learning, real-time dashboard, 40+ linters, OWASP security, CodeRabbit PR reviews. Production-ready with 100% local processing, privacy-first. Free open source AI automation tool

💡 A growth mindset helps individuals embrace challenges 💪, persist through obstacles 🚧, and view effort as a path to mastery 🛤️. This framework is built to support those looking to develop such a mindset 🌱, fostering personal and professional growth 🚀.

OSA - The Ultimate Autonomous AI System with Human-like Thinking

Popular tools used in DevOps

Self-Evolving RAG System with ChromaDB for continuous knowledge updates (6x daily), designed to overcome Large Language Model data cutoff limitations.

The RAG Pipeline with BeyondLLM project utilizes advanced AI to transform English YouTube videos into structured, actionable insights, integrating cutting-edge retrieval techniques and language models to deliver accurate and relevant responses. Ideal for AI enthusiasts, it emphasizes continuous learning and real-world application.