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