Pinned Repositories
AIGames
use AI to play some games.
annotated-transformer
An annotated implementation of the Transformer paper.
c4dl-multi
Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
chem_downscaling
Code for: "Downscaling Atmospheric Chemistry Simulations with Physically Consistent Deep Learning", by Andrew Geiss, Sam J. Silva, and Joseph C. Hardin, (2022)
CLCRN
This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022
Data_Assimilation
MSc Research project (6 months). Data Assimilation using Deep Learning (AEs). Imperial College Machine Learning MSc 2018-19
DeepCAMS
[STOTEN 2022] Generating long-term (2003-2020) hourly 0.25° global PM2.5 dataset via spatiotemporal downscaling of CAMS with deep learning (DeepCAMS)
deepsd
DeepSD Super-resolution for Climate Downscaling in KDD 2017
GAT-pt
PyTorch implementation of the Graph Attention Networks (GAT) based on the paper "Graph Attention Network" by Velickovic et al - https://arxiv.org/abs/1710.10903v3
Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Linjian-PA's Repositories
Linjian-PA/AIGames
use AI to play some games.
Linjian-PA/annotated-transformer
An annotated implementation of the Transformer paper.
Linjian-PA/c4dl-multi
Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
Linjian-PA/chem_downscaling
Code for: "Downscaling Atmospheric Chemistry Simulations with Physically Consistent Deep Learning", by Andrew Geiss, Sam J. Silva, and Joseph C. Hardin, (2022)
Linjian-PA/CLCRN
This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022
Linjian-PA/Data_Assimilation
MSc Research project (6 months). Data Assimilation using Deep Learning (AEs). Imperial College Machine Learning MSc 2018-19
Linjian-PA/DeepCAMS
[STOTEN 2022] Generating long-term (2003-2020) hourly 0.25° global PM2.5 dataset via spatiotemporal downscaling of CAMS with deep learning (DeepCAMS)
Linjian-PA/deepsd
DeepSD Super-resolution for Climate Downscaling in KDD 2017
Linjian-PA/GAT-pt
PyTorch implementation of the Graph Attention Networks (GAT) based on the paper "Graph Attention Network" by Velickovic et al - https://arxiv.org/abs/1710.10903v3
Linjian-PA/Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Linjian-PA/LSTM_Prediction
Use LSTM to do PM2.5 prediction
Linjian-PA/LSTM_Seq2Seq_Predict_PM2.5
Using LSTM model to predict PM2.5 with air quality data in Chiba
Linjian-PA/MODIS-LST-downscaling-with-RFR
Modis land surface temperature image downscaling using NDVI as a predictor with random forest regression
Linjian-PA/llama3-from-scratch
llama3 implementation one matrix multiplication at a time
Linjian-PA/LTSF-Linear
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
Linjian-PA/ML_gzh
常用机器学习算法的简单手写实现，帮助更好理解算法
Linjian-PA/OpenCastKit
The open-source solutions of FourCastNet and GraphCast
Linjian-PA/PatchTST
An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730
Linjian-PA/PDE3
JupyterLab notebooks for Partial Differential Equations 3 (SCEE09004)
Linjian-PA/PM2.5-GNN
PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting
Linjian-PA/PM2.5Forecast-seq2seq
Linjian-PA/pykan
Kolmogorov Arnold Networks
Linjian-PA/rainnet
RainNet: a convolutional neural network for radar-based precipitation nowcasting
Linjian-PA/scratch_mlp
Explaining the Math of how neural networks learn
Linjian-PA/segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Linjian-PA/seq2seq-summarizer
Pointer-generator reinforced seq2seq summarization in PyTorch
Linjian-PA/u-dales
uDALES: large-eddy-simulation software for urban flow, dispersion and microclimate modelling
Linjian-PA/WeatherClassification
天气分类比赛