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bweng001's Projects

3dpose_ssl icon 3dpose_ssl

3D Human Pose Machines with Self-supervised Learning

all-about-the-gan icon all-about-the-gan

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

autoformer icon autoformer

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

awesome-atmos icon awesome-atmos

A curated list of awesome Python libraries, software and resources in Atmosphere, Environment and Machine Learning

awesome-pytorch-list icon awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome-u-net icon awesome-u-net

Official repo for Medical Image Segmentation Review: The success of U-Net

basicsr icon 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.

bayesian-neural-networks icon bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

bma icon bma

Routines for Bayesian Model Averaging.

camps icon camps

Community Atmospheric Model Post-Processing System

cfgrib icon cfgrib

A Python interface to map GRIB files to the NetCDF Common Data Model following the CF Convention using ecCodes

cikm-cup-2017 icon cikm-cup-2017

CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images

cirl icon cirl

[CVPR 2022 Oral] Code release for "Causality Inspired Representation Learning for Domain Generalization"

clcrn icon clcrn

This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022

climatenet icon climatenet

Climate Analytics using Deep Neural Networks in Python.

climatereconstructionai icon climatereconstructionai

Software to train climate reconstruction technology (image inpaiting with partial convolutions) with numerical model output to re-fill missing values in observational datasets like HadCRUT4

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