A collection of *arrs and related stuff.
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:earth_americas: Simple and ready-to-use tutorials for TensorFlow
TranslatedTranslation
An ultra-simplified explanation of design patterns implemented in javascript
- javascript
- design-patterns
- factory-pattern
- bridge-pattern
🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑💻 Video Tutorials.
- large-language-models
- ai-infra
- genai
- mlsys
TranslatedNeeding only a Python foundation, build large language models from scratch; build GLM4\Llama3\RWKV6 step by step from scratch, to gain a deep understanding of how large models work
TranslatedSearch all Chinese NLP datasets, with commonly used English NLP datasets included
Online resources that will help you prepare for taking the CNCF CKA 2020 "Kubernetes Certified Administrator" Certification exam. with time, This is not likely the comprehensive up to date list - please make a pull request if there something that should be added here.
- cka
- kubernetes
- exam
- certification
A curated list of awesome DevOps platforms, tools, practices and resources
Translated🇨🇳 Complete collection of OpenClaw use cases in Chinese | 50 real-world scenarios | China-specific cases + adaptations of overseas cases for use in China | Office automation · Content creation · Operations & maintenance · AI assistants · Knowledge management | Beginner-friendly
- ai-agent
- ai-assistant
- ai-automation
- ai-tools
Solve puzzles. Improve your pytorch.
- machine-learning
- puzzle
- torch
A curated list of awesome data labeling tools
- image-annotation
- video-annotation
- audio-annotation-tool
- audio-annotation
Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
A curated list of papers & resources linked to 3D reconstruction from images.
- computer-vision
- 3d-reconstruction
- motion-estimation
- awesome-list
Web Attack Cheat Sheet
A curated list of reinforcement learning with human feedback resources (continually updated)
- deep-learning
- deep-reinforcement-learning
- human-feedback
- reinforcement-learning
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
- tensorflow
- machine-learning
- regression
- convolutional-neural-networks
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
Summaries and notes on Deep Learning research papers
Data Science Roadmap from A to Z
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
- deep-learning
- coursera
- coursera-assignment
- coursera-specialization
Plain python implementations of basic machine learning algorithms
- machine-learning
- logistic-regression
- ipynb
- machine-learning-algorithms
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
- machine-learning
- predictive-modeling
- islr
- statistical-learning
Papers on Computational Advertising
- computational-advertising
- machine-learning
- ctr-prediction
- deep-learning