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Name: Aaron Lou
Type: User
Twitter: aaron_lou
Blog: aaronlou.com
Name: Aaron Lou
Type: User
Twitter: aaron_lou
Blog: aaronlou.com
A collection of resources and papers on Diffusion Models
A simulation of the playing card game coup
My solutions to Berkeley's CS294 (Deep Reinforcement Learning) Homework
Differentiable architecture search for convolutional and recurrent networks
[NeurIPS'19] Deep Equilibrium Models
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
Elucidating the Design Space of Diffusion-Based Generative Models (EDM)
Differentiable and numerically stable implementation of expm
Unofficial Implementation of GAN Q Learning https://arxiv.org/abs/1805.04874
Hyperbolic Graph Convolutional Networks in PyTorch.
Official implementation (learning part) for paper: Numerically Accurate Hyperbolic Embeddings Using Tiling-Based Models
Simpler human-readable labels for ImageNet 🏷
Prototypes for Every Applicable RL algorithm
Tensors and Dynamic neural networks in Python with strong GPU acceleration
[ICML 2023] Reflected Diffusion Models (https://arxiv.org/abs/2304.04740)
A reinforcement learning agent for the game halite.io
[NeurIPS 2023] Scaling Riemannian Diffusion Models
[ICML 2024 Oral] Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution (https://arxiv.org/abs/2310.16834)
The codebase for the paper "A Tail-Index Analysis of Stochastic Gradient Noise in Deep Neural Networks"
TensorForce: A TensorFlow library for applied reinforcement learning
A collection of Topology Methods in Deep Learning
A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
My personal website
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.