Pinned Repositories
-DL_PaperReadingMeeting
Deep Learning Paper Reading Meeting-Archive
2nd-Project-Unsupervised-Deep-Learning-with-Self-Organizing-Maps
Self Organizing Maps, Naive Bayes, SVM, K-Nearest Neighbors
3D-GuidedGradCAM-for-Medical-Imaging
This Repo containes the implemnetation of generating Guided-GradCAM for 3D medical Imaging using Nifti file in tensorflow 2.0. Different input files can be used in that case need to edit the input to the Guided-gradCAM model.
3DUnetCNN
Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation
ACNet
AdamP
Slowing Down the Weight Norm Increase in Momentum-based Optimizers
AdaNorm
AdvancePyTorchGeometricTutorials
here you can find the material used for our Tutorials
AFNO-transformer
Adaptive FNO transformer - official Pytorch implementation
AI-News
Summarize the paper and code in AI(Semantic Segmentation, Medical Segmentation,REID,Super-Resolution,Registration,CVPR,ECCV,ICCV,AAAI,MICCAI)
apcc-geoslegend's Repositories
apcc-geoslegend/awesome-AI-for-time-series-papers
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
apcc-geoslegend/awesome-chatgpt-prompts
This repo includes ChatGPT prompt curation to use ChatGPT better.
apcc-geoslegend/Awesome-Foundation-Models-for-Weather-and-Climate
A comprehesive survey about foundation models for weather and cliamte data understanding.
apcc-geoslegend/awesome-semi-supervised-learning
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
apcc-geoslegend/calibratoR
An R package for statistical calibration of seasonal climate forecasts
apcc-geoslegend/chatllama
ChatLLaMA 📢 Open source implementation for LLaMA-based ChatGPT runnable in a single GPU. 15x faster training process than ChatGPT
apcc-geoslegend/Climate-Learning
How to predict extreme events in climate using rare event algorithms and modern tools of machine learning
apcc-geoslegend/climate4R
An R Framework for Climate Data Access and Post-processing
apcc-geoslegend/CLIP-SAM
apcc-geoslegend/ColossalAI
Making large AI models cheaper, faster and more accessible
apcc-geoslegend/ConvNeXt-tf
A Tensorflow Implementation of "A ConvNet for the 2020s" and "ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders" (ConvNeXt and ConvNeXtV2)
apcc-geoslegend/deep-learning-dynamics-paper-list
This is a list of peer-reviewed representative papers on deep learning dynamics (optimization dynamics of neural networks). The success of deep learning attributes to both network architecture and stochastic optimization. Thus, deep learning dynamics play an essentially important role in theoretical foundation of deep learning.
apcc-geoslegend/downscaleR
An R package for climate data bias correction and downscaling (part of the climate4R bundle)
apcc-geoslegend/FFTransformer
Multi-Step Spatio-Temporal Forecasting: https://authors.elsevier.com/sd/article/S0306-2619(22)01822-0
apcc-geoslegend/graph_weather
PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)
apcc-geoslegend/GStatSim
Geostatistical tools and demos for ice sheet analysis
apcc-geoslegend/HRSCF
apcc-geoslegend/Implicit-Stacked-Autoregressive-Model-for-Video-Prediction
Implicit Stacked Autoregressive Model for Video Prediction (official implementation)
apcc-geoslegend/metnet
PyTorch Implementation of Google Research's MetNet and MetNet-2
apcc-geoslegend/MvTS
Multivariate Time Series Repository
apcc-geoslegend/neuralgcm
Hybrid ML + physics model of the Earth's atmosphere
apcc-geoslegend/One-sentence_Diffusion_summary
The repo for studying and sharing diffusion models.
apcc-geoslegend/OpenGraph
"OpenGraph: Towards Open Graph Foundation Models"
apcc-geoslegend/OpenSTL
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
apcc-geoslegend/Pangu-Weather
An official implementation of Pangu-Weather
apcc-geoslegend/pp-s2s
apcc-geoslegend/SimVP-Simpler-yet-Better-Video-Prediction
The official implementation of the CVPR'2022 paper SimVP: Simpler Yet Better Video Prediction.
apcc-geoslegend/time-series-transformers-review
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
apcc-geoslegend/udlbook
Understanding Deep Learning - Simon J.D. Prince
apcc-geoslegend/websites
Daangn on the WWW