Pinned Repositories
depyf
depyf is a tool to help you understand and adapt to PyTorch compiler torch.compile.
distributed_data_parallel_slurm_setup
Setup Pytorch Distributed Data Parallel (DDP) on a cluster managed by SLURM.
icecube
Create time-series datacubes for supervised machine learning with ICEYE SAR images.
iTransformer
Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah
Large-Time-Series-Model
Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024)
openTSNE
Extensible, parallel implementations of t-SNE
pygmt
A Python interface for the Generic Mapping Tools.
PySAR
A Python package for InSAR (Interferometric Synthetic Aperture Radar) time series analysis
SAR-and-DL-for-Landslide-Rapid-Assessment
In this repository, we introduce a practical, all-weather, day-night SAR-based Landslide Rapid Assessment tool (SAR-LRA). Utilizing Deep Neural Networks (DNN), this tool is tailored for landslide detection during earthquake-triggered multiple landslide events (MLEs).
Time-Series-Library
A Library for Advanced Deep Time Series Models.
AomomoCaptain's Repositories
AomomoCaptain/depyf
depyf is a tool to help you understand and adapt to PyTorch compiler torch.compile.
AomomoCaptain/distributed_data_parallel_slurm_setup
Setup Pytorch Distributed Data Parallel (DDP) on a cluster managed by SLURM.
AomomoCaptain/icecube
Create time-series datacubes for supervised machine learning with ICEYE SAR images.
AomomoCaptain/iTransformer
Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah
AomomoCaptain/Large-Time-Series-Model
Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024)
AomomoCaptain/openTSNE
Extensible, parallel implementations of t-SNE
AomomoCaptain/pygmt
A Python interface for the Generic Mapping Tools.
AomomoCaptain/PySAR
A Python package for InSAR (Interferometric Synthetic Aperture Radar) time series analysis
AomomoCaptain/SAR-and-DL-for-Landslide-Rapid-Assessment
In this repository, we introduce a practical, all-weather, day-night SAR-based Landslide Rapid Assessment tool (SAR-LRA). Utilizing Deep Neural Networks (DNN), this tool is tailored for landslide detection during earthquake-triggered multiple landslide events (MLEs).
AomomoCaptain/Time-Series-Library
A Library for Advanced Deep Time Series Models.