Pinned Repositories
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
Loan_Default_Prediction_LTFS
Uneven_training_data
pskadasi's Repositories
pskadasi/deeplearning-models
A collection of various deep learning architectures, models, and tips
pskadasi/eda_haberman
EDA on Haberman Survival Dataset
pskadasi/Loan_Default_Prediction_LTFS
pskadasi/Uneven_training_data
pskadasi/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)
pskadasi/Complex_HumanActivityRecognition
pskadasi/DecisionTrees_DonorsChoose
pskadasi/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.
pskadasi/GLUECoS
A benchmark for code-switched NLP, ACL 2020
pskadasi/HF-Inspect
pskadasi/HLV
pskadasi/kNN_DonorsChoose
K Nearest Neighbours on Donors Choose dataset
pskadasi/LogisticRegression_DonorsChoose
pskadasi/maskbert
pskadasi/mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
pskadasi/models
Models and examples built with TensorFlow
pskadasi/NaiveBayes_DonorsChoose
pskadasi/nlp-datasets
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
pskadasi/PatchTST
An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." https://arxiv.org/abs/2211.14730
pskadasi/Reddit_Scrape
pskadasi/RF-XGBoost_DonorsChoose
pskadasi/SVM_DonorsChoose
Support Vector Machines
pskadasi/t-SNE_DonorsChoose