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awesome-human-label-variation

A curated list of awesome datasets with human label variation (un-aggregated labels) in Natural Language Processing and Computer Vision, accompanying The 'Problem' of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation (EMNLP 2022)

complex_humanactivityrecognition

decisiontrees_donorschoose

deeplearning-models

A collection of various deep learning architectures, models, and tips

eda_haberman

EDA on Haberman Survival Dataset

eeg-transformer

i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension (channel attention) and *temporal dimension*. iii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.

gluecos

A benchmark for code-switched NLP, ACL 2020

hf-inspect

hlv

knn_donorschoose

K Nearest Neighbours on Donors Choose dataset

loan_default_prediction_ltfs

logisticregression_donorschoose

maskbert

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

models

Models and examples built with TensorFlow

naivebayes_donorschoose

nlp-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

patchtst

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." https://arxiv.org/abs/2211.14730

reddit_scrape

rf-xgboost_donorschoose

svm_donorschoose

Support Vector Machines

t-sne_donorschoose

uneven_training_data