Awesome Trainings from Cloud Native Computing Foundation Projects and Kubernetes related software
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Feb 23, 2025
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continuous-learning
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An Incremental Learning, Continual Learning, and Life-Long Learning Repository
incremental-learning continuous-learning lifelong-learning continual-learning catastrophic-forgetting
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May 11, 2024
Evaluate three types of task shifting with popular continual learning algorithms.
deep-learning artificial-neural-networks incremental-learning continuous-learning lifelong-learning continual-learning
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Apr 26, 2021 - Python
CORe50: a new Dataset and Benchmark for Continual Learning
benchmark caffe computer-vision deep-learning paper dataset convolutional-neural-networks object-recognition continuous-learning
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Apr 7, 2021 - Python
Source code and datasets for Ekya, a system for continuous learning on the edge.
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Mar 10, 2022 - Jupyter Notebook
Explorations into the proposed Streaming Deep Reinforcement Learning, from University of Alberta
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Nov 17, 2024 - Python
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.
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Jan 13, 2024 - Jupyter Notebook
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
automation quality-control dashboard developer-tools code-review code-quality documentation-generator autonomous-agents pattern-learning performance-optimization ai-agents fullstack-development continuous-learning security-scanning ai-assistant ai-development claude-ai code-automation claude-code claude-plugin
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Dec 4, 2025 - Python
PatternEx domain feed: malicious domains detected with AI
deep-learning threat-hunting dns-zone-files malicious-domains social-engineering-attacks phising threat-intelligence social-engineering czds continuous-learning cyber-threat-intelligence patternex-feed domains-detected
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Feb 21, 2022
comparative evaluation of incremental machine learning methods
neural-network tensorflow numpy python3 neural-networks tensorflow-framework colloquium ewc continuous-learning deep-neural-network continual-learning elastic-weight-consolidation overcoming-catastrophic-forgetting fisher-information-matrix incremental-machine-learning
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Apr 7, 2022 - TeX
Automated Filtering of Undesirable Web Data to Update LLM Knowledge
python nlp natural-language-processing research ai artificial-intelligence research-project arxiv language-model research-paper continuous-learning ai-research rag continuous-training automated-data-analysis large-language-models llms generative-ai gen-ai genai
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Sep 18, 2025 - Jupyter Notebook
SkillLens GitHub Action that turns pull request reviews into personalized learning prompts. Analyzes review comments, detects knowledge gaps, and outputs recommended topics.
learning automation developer-tools code-review continuous-learning skill-development github-actions hyperskill pr-review developer-education
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Dec 26, 2025 - TypeScript
💡 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 🚀.
motivation growth personal-development habit-tracking self-improvement reflections grow continuous-learning goal-setting grow-method chunhthanhde growth-m positive-thinking mmindset-shift grow-mindset-framework mindset-framework
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Jan 1, 2025
OSA - The Ultimate Autonomous AI System with Human-like Thinking
deep-learning artificial-intelligence pattern-recognition autonomous-agents continuous-learning human-like-ai self-improving-ai thinking-engine
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Aug 11, 2025 - Python
Popular tools used in DevOps
toolchain infrastructure devops continuous-integration continuous-delivery containers container-management infrastructure-as-code cloud-native devops-tools cloudnative devsecops continuous-learning gitops continuous-development
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Sep 24, 2024
Self-Evolving RAG System with ChromaDB for continuous knowledge updates (6x daily), designed to overcome Large Language Model data cutoff limitations.
python open-source machine-learning ai transparency continuous-learning rag github-actions fastapi streamlit ethical-ai vector-database chromadb llm-foundation-model llm-ops transparent-ai rag-system self-evolving-ai knowledge-update
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Dec 29, 2025 - Python
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Jul 6, 2022 - Python
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.
continuous-learning gemini-api retrieval-augmented-generation feedback-mechanisms beyondllm advanced-retrieval-techniques integrating-huggingface-llms
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Aug 19, 2024 - Jupyter Notebook
Xctopus (Alpha): An Adaptive Knowledge Architecture for semantic orchestration. A layered framework designed to mitigate catastrophic forgetting through autonomous Knowledge Node management and dynamic clustering.
machine-learning deep-learning transformers knowledge-graph probabilistic-programming bayesian-inference lora epistemology bayesian-neural-networks continuous-learning modular-architecture continual-learning catastrophic-forgetting research-prototype hierarchical-learning experimental-framework catastrophic-forgetting-mitigation
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Dec 28, 2025 - Python
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