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Course content and resources for the AIAIART course.
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Various training scripts used to train bigasp
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
The most powerful and modular stable diffusion GUI with a graph/nodes interface.
Minimal Implementation of a D3PM in pytorch
Generative Models by Stability AI
Karras et al. (2022) diffusion models for PyTorch
Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training
Minimal implementation of scalable rectified flow transformers, based on SD3's approach
Huggingface-compatible SDXL Unet implementation that is readily hackable
High-Resolution Image Synthesis with Latent Diffusion Models
The Generative Landscape - a course on generative modelling (currently unfinished). Join our Discord: https://discord.gg/vSjhr8xb4g
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.