Stars
Collection of experiments, paper implementations, tests. etc about generative AI to refresh my memory and learn new things
Repository for the Quechua Collao corpus for automatic dimensional emotion recognition
All of the figures and notebooks for my deep learning book, for free!
PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics
the re-implementation of Score CAM with pytorch
Lime: Explaining the predictions of any machine learning classifier
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Notebook with examples exploring, measuring and mitigating gender bias in word embeddings
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI
The fastai book, published as Jupyter Notebooks
A Deep Learning based project for colorizing and restoring old images (and video!)
Repository for tutorial sessions at EEML2020
Official implementation of Score-CAM in PyTorch
Pytorch implementation of convolutional neural network visualization techniques
Research papers with annotations, illustrations and explanations
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
This project aims to show how was Augmented Reality (AR) developed. It presents a simple application developed from scratch.
The goal of this project to crete ASCII art(to use characters to represent images) using convolutions and basic computer vission algorithmns from scratch.
Udacity's Deep Learning Nano Foundation program.
For the demo. Click on the link.
A faster pytorch implementation of faster r-cnn
Companion webpage to the book "Mathematics For Machine Learning"
Slides, videos and other resources from MLT Talks