Pinned Repositories
adventofcode
My attempt to solve advent-of-code puzzles
AlessandroMiola
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
auth-in-fastapi-notes
Assorted notes on authentication and authorization in FastAPI
Bear
Python Biella Group basic template for a modern generic python application
flights-scraper-web-app
narwhals
Lightweight and extensible compatibility layer between dataframe libraries!
pydantic-notes
Personal repo to explore and test pydantic functionalities
scikit-learn
scikit-learn: machine learning in Python
pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
AlessandroMiola's Repositories
AlessandroMiola/flights-scraper-web-app
AlessandroMiola/adventofcode
My attempt to solve advent-of-code puzzles
AlessandroMiola/AlessandroMiola
AlessandroMiola/annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
AlessandroMiola/auth-in-fastapi-notes
Assorted notes on authentication and authorization in FastAPI
AlessandroMiola/Bear
Python Biella Group basic template for a modern generic python application
AlessandroMiola/bertviz
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
AlessandroMiola/BitcoinBlockchainTechnology
Material for the Bitcoin & Blockchain Technology course
AlessandroMiola/category_encoders
A library of sklearn compatible categorical variable encoders
AlessandroMiola/cleanlab
The standard package for machine learning with noisy labels and finding mislabeled data. Works with most datasets and models.
AlessandroMiola/course
The Hugging Face course on Transformers
AlessandroMiola/course-nlp
A Code-First Introduction to NLP course
AlessandroMiola/covidFit
Fit data from pcm-dpc / COVID-19
AlessandroMiola/data-engineering-zoomcamp
Free Data Engineering course!
AlessandroMiola/narwhals
Lightweight and extensible compatibility layer between dataframe libraries!
AlessandroMiola/pydantic-notes
Personal repo to explore and test pydantic functionalities
AlessandroMiola/scikit-learn
scikit-learn: machine learning in Python
AlessandroMiola/fastapi-blog-course
AlessandroMiola/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
AlessandroMiola/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
AlessandroMiola/hypopt
⏸ Parallelized hyper-param optimization with validation set, not crossval
AlessandroMiola/inseq
Interpretability for sequence generation models 🐛 🔍
AlessandroMiola/mlbookcamp-code
The code from the Machine Learning Bookcamp book and a free course based on the book
AlessandroMiola/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
AlessandroMiola/programmingbitcoin
Repository for the book
AlessandroMiola/pydantic
Data validation using Python type hints
AlessandroMiola/pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
AlessandroMiola/resources
PyMC3 educational resources
AlessandroMiola/Thesis
AlessandroMiola/website
PythonBiellaGroup official website