12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

NMA Computational Neuroscience course

BERT score for text generation

String-to-String Algorithms for Natural Language Processing

Data Analysis with Bootstrapped ESTimation

A library that integrates huggingface transformers with the world of fastai, giving fastai devs everything they need to train, evaluate, and deploy transformer specific models.

This repository contains EmoBank, a large-scale text corpus manually annotated with emotion according to the psychological Valence-Arousal-Dominance scheme.

Using stochastic block models for topic modeling

CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.

Toolbox for normative modelling and spatial inference of neuroimaging data. https://pcntoolkit.readthedocs.io/en/latest/

The official repository for the The Project Dialogism Novel Corpus, a dataset of annotated quotations in full-length English novels.

analysis of mental health support groups on Reddit

Data, codebook, and models to automatically detect storytelling.

A Method for Coherent Storyline Extraction via Maximum Capacity Path Optimization

A notebook for training a regression version of BERT to predict the scores of MISL macrostructure elements and then calculate the Quadratic Weighted Kappa.