IParraMartin's repositories
An-Explanation-Is-All-You-Need
The original transformer implementation from scratch. It contains informative comments on each block
APA-Automatic-Praat-Analyzer
Script to analyze audio files in Praat using Parselmouth
SNA-Graphs
A repository with Social Network Analysis (SNA) graphs
transformers-explainability
Using BertViz to visualize attention mechanisms
CNN4Alzheimer
A tutorial to implement a CNN for dementia brain imaging classification
code-switch-analyzer
A python code to analyze code-switching data
IParraMartin
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morpho_tutorial
Tutorial to perform linguistic analysis with spaCy
Arrival-Movie-Live-Coding
Documents from a live coding session by Christopher Wolfram related to content from the 2016 film Arrival
attention-mechanisms
Educational code for understanding attention mechanisms. You will build a good intuition to K, Q, and V, key in modern Transformer architectures.
code-switching-papers
A curated list of research papers and resources on code-switching
fiwGAN-ciwGAN
fiwGAN/ciwGAN (Featural and Categorical InfoWaveGAN): Generative Adversarial Phonology and Semantics
LSTM-Sentiment-Grading
LSTM model to grade sentiment of natural language using PyTorch
Parselmouth
Praat in Python, the Pythonic way
Sparse-Autoencoder
A PyTorch implementation of a Sparse Auto Encoder (SAE) using MSE loss and KL Divergence penalty