yiliouc's Stars
huggingface/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
karpathy/nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
tinygrad/tinygrad
You like pytorch? You like micrograd? You love tinygrad! ❤️
karpathy/minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
KindXiaoming/pykan
Kolmogorov Arnold Networks
datawhalechina/leedl-tutorial
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
karpathy/micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
thuml/Time-Series-Library
A Library for Advanced Deep Time Series Models.
py-why/dowhy
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
XPixelGroup/BasicSR
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
google/flax
Flax is a neural network library for JAX that is designed for flexibility.
zhouhaoyi/Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
JingyunLiang/SwinIR
SwinIR: Image Restoration Using Swin Transformer (official repository)
cszn/KAIR
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
google-deepmind/dm-haiku
JAX-based neural network library
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
jeonsworld/ViT-pytorch
Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)
hila-chefer/Transformer-Explainability
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
NVIDIA/modulus
Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods
google-research/neuralgcm
Hybrid ML + physics model of the Earth's atmosphere
google-research/weatherbench2
A benchmark for the next generation of data-driven global weather models.
Caiyun-AI/DCFormer
davendw49/k2
Code and datasets for paper "K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization" in WSDM-2024
HaxyMoly/Pangu-Weather-ReadyToGo
盘古天气大模型全流程演示（ 输入数据准备、预测及结果可视化）Unofficial demonstration of Huawei's Pangu Weather Model. Implementing the entire process of data preparation for input, forecasting conversion of forecasted results, and visualization.
tpys/FuXi
A cascade machine learning forecasting system for 15-day global weather forecast
lizhuoq/WeatherLearn
Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
ECMWFCode4Earth/diffusion-models-for-weather-prediction
acse-jm122/torchda
Use Deep Learning in Data Assimilation
tpys/FuXi-S2S
CIA-Oceanix/DinAE_4DVarNN_torch