Álvaro Peris's starred repositories
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
great_expectations
Always know what to expect from your data.
x-transformers
A simple but complete full-attention transformer with a set of promising experimental features from various papers
imbalanced-dataset-sampler
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
Gradient-Free-Optimizers
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
iterative-stratification
scikit-learn cross validators for iterative stratification of multilabel data
word_forms
Accurately generate all possible forms of an English word e.g "election" --> "elect", "electoral", "electorate" etc.
pandas_alive
Create stunning, animated visualisations with Pandas & Matplotlib as easy as calling `df.plot_animated()`
wikitrivia
Wikidata as a trivia card game.
open-solution-home-credit
Open solution to the Home Credit Default Risk challenge :house_with_garden:
calibration-framework
The net:cal calibration framework is a Python 3 library for measuring and mitigating miscalibration of uncertainty estimates, e.g., by a neural network.
contiguous_pytorch_params
Accelerate training by storing parameters in one contiguous chunk of memory.
fuzzy-match
Library and command line utility to do approximate string matching of a source against a bitext index and get matched source and target.