LSTM
Datasets
All datasets matching “LSTM”wavelet-lstm-camels-models
Wavelet-LSTM CAMELS Streamflow Models
A collection of 61,380 pre-trained LSTM models for daily streamflow forecasting across 620 USGS catchments from the CAMELS dataset.
Each catchment has 99 independently trained models:
33 wavelet filters × 3 lead times (1, 3, 5 days) = 99 wavelet-enhanced models
33 matching baseline models (same architecture, no wavelet transform)
Models are designed to be ensembled across wavelets for robust predictions with uncertainty estimates.… See the full description on the dataset page: https://huggingface.co/datasets/johnswyou/wavelet-lstm-camels-models.W_LSTMix_test_datasetp2-etf-x-lstm-extended-resultsDataset_lstmlstm-classifier
clean.py
Dataset Summary
A news media dataset with image text modality, stored in jsonl format.
Preprocessing & Augmentation
Preprocessing: aggressive
Augmentation: mixup cutmix
Splits & Sampling
Split strategy: temporal
Sampling: stratified
Quality & Labeling
Quality filtering: moderate
Labeling: semi auto
Files
clean.py — main artifact of this repository
License
See the license… See the full description on the dataset page: https://huggingface.co/datasets/ethandavi/lstm-classifier.p2-etf-rnn-lstm-results