Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
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From the basics to slightly more interesting applications of Tensorflow
Translated【🔞🔞🔞 Contains images not suitable for minors】AI exploration and summary based on my strengths in programming, drawing, and writing: StableDiffusion is a powerful image generation model that can generate new images by evolving an existing image. ChatGPT is a Transformer-based language generation model that can automatically generate suitable articles for an input topic. And Github Copilot is an intelligent programming assistant that can speed up everyday programming activities.
- ai
- aigc
- chatgpt
- github-copilot
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
A technical explainer by @kognise of how your computer runs programs, from start to finish.
- cpu
- elf
- linux
- linux-kernel
🚀 Real-world DevOps projects for aspiring engineers — Beginner to Advanced. Covers AWS, Kubernetes, Docker, CI/CD, Terraform, Jenkins, and more. Hands-on learning with step-by-step guides.
- devops
- devops-learning
- devops-poc
- devops-project
TranslatedHow to deploy a PaaS/DevOps (a complete software development and deployment platform) based on K8s (Kubernetes) -- tutorial/learning (hands-on code/architecture design/extensive comments/illustrated operation steps). You will learn to deploy things such as: K8S (Kubernetes), Dashboard, Harbor, Jenkins, local Gitlab, the Apollo framework, Promtheus, Grafana, Spinnaker, etc.
- kubernetes
- paas
- ci
- cd
`SwiftUI` Framework Learning and Usage Guide. 🚀
- swiftui-example
- swiftui
- wwdc
- wwdc2019
Sutskever 30 implementations inspired by https://papercode.vercel.app/ | For Agents, use https://github.com/pageman/Sutskever-Agent | Polyglot / Multi-Backed version at https://github.com/pageman/sutskever-30-beyond-numpy
Translated"A Guide to Building the Large Model White Box": a Tiny-Universe made entirely by hand
🤔 What happens when I type kubectl run?
📖 Unofficial WireGuard Documentation: Setup, Usage, Configuration, and full example setups for VPNs supporting both servers & roaming clients.
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
WebGL lessons that start with the basics
Translated🌟100+ original LLM / RL algorithm diagrams📚, a great gift from the author of 《大模型算法》 (Large Model Algorithms)! 💥 (100+ LLM/RL Algorithm Maps)
- llm
- reinforcement-learning
- algorithm
- nlp-machine-learning
Simple examples to introduce PyTorch
Demystify AI agents by building them yourself. Local LLMs, no black boxes, real understanding of function calling, memory, and ReAct patterns.
The repo contains the source code for all the tutorials on the FilledStacks Youtube channel.
Store HTML form submissions in Google Sheets.
- html-form
- google-sheets
- fetch-api
- promise-polyfills
Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community
- gpt-3
- prompting
- prompt-engineering
- gpt3
TranslatedA beginner's bible for AI that doesn't play at being obscure or cater to a niche few, easy to grasp for everyone from students to engineers. It covers neural networks to large models, top-level design to micro-level principles, and engineering implementation to algorithm fundamentals. After studying it, you will thoroughly understand why the seemingly unremarkable ability of next-token prediction can change the world, and you will also discover that AI is not as mysterious or as unattainable as imagined. Let's just beat it !
- ai
- engineering
- llm
- neural-network
TranslatedThe GitHub of Xinchen (欣宸), a CSDN blog expert programmer. It has detailed categories and summaries of more than 600 original articles, along with the corresponding source code, covering Java, Docker, Kubernetes, DevOps and more
DevOps Tutorials
Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks from beginner to power user!