Jiaxinlia

Jiaxinlia's Stars

• huggingface/transformers

  🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

  Language:Python137k1.1k16.4k27.5k

• KindXiaoming/pykan

  Kolmogorov Arnold Networks

  Language:Jupyter Notebook15.3k1124201.4k

• lucidrains/denoising-diffusion-pytorch

  Implementation of Denoising Diffusion Probabilistic Model in Pytorch

  Language:Python8.7k372981.1k

• FoundationVision/VAR

  [NeurIPS 2024 Oral][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!

  Language:Jupyter Notebook6.6k120109439

• openai/guided-diffusion

  Language:Python6.4k140142842

• Blealtan/efficient-kan

  An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

  Language:Python4.2k3543371

• maziarraissi/PINNs

  Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

  Language:Python4.1k121561.3k

• neuraloperator/neuraloperator

  Learning in infinite dimension with neural operators.

  Language:Python2.4k37225602

• thuml/Autoformer

  About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

  Language:Jupyter Notebook2k15208432

• tum-pbs/pbdl-book

  Welcome to the Physics-based Deep Learning Book (v0.2)

  Language:Jupyter Notebook1k2719163

• pdebench/PDEBench

  PDEBench: An Extensive Benchmark for Scientific Machine Learning

  Language:Python799176192

• bahjat-kawar/ddrm

  [NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository

  Language:Python60262954

• apexrl/Diff4RLSurvey

  This repository contains a collection of resources and papers on Diffusion Models for RL, accompanying the paper "Diffusion Models for Reinforcement Learning: A Survey"

  49112221

• DPS2022/diffusion-posterior-sampling

  Official pytorch repository for "Diffusion Posterior Sampling for General Noisy Inverse Problems"

  Language:Python45251649

• pdearena/pdearena

  Language:Python23881730

• ermongroup/sliced_score_matching

  Code for reproducing results in the sliced score matching paper (UAI 2019)

  Language:Python1413323

• lgy112112/Efficient-KAN-in-Chinese

  给中文KAN学习者和开发者准备的各种KAN的详细的中文注释+使用例子

  Language:Jupyter Notebook1362113

• kaist-silab/awesome-graph-pde

  Collection of resources about partial differential equations, graph neural networks, deep learning and dynamical system simulation

  92317

• AI4Science-WestlakeU/beno

  [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values

  Language:Python24110

• cuichen1996/FourierNeuralSolver

  Language:Jupyter Notebook5100