João Paulo Figueira's starred repositories
tensorflow
An Open Source Machine Learning Framework for Everyone
RustPython
A Python Interpreter written in Rust
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
data-science-interviews
Data science interview questions and answers
RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.
scikit-learn-tips
:robot::zap: 50 scikit-learn tips
python-benedict
:blue_book: dict subclass with keylist/keypath support, built-in I/O operations (base64, csv, html, ini, json, pickle, plist, query-string, toml, xls, xml, yaml), s3 support and many utilities.
awesome-ai-ml-dl
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
geotrellis
GeoTrellis is a geographic data processing engine for high performance applications.
The-Elements-of-Statistical-Learning-Python-Notebooks
A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book
Predictive-Maintenance-using-LSTM
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
Credit-Card-Fraud-Detection-using-Autoencoders-in-Keras
iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data
GeoJSON.Net
.Net library for GeoJSON types & corresponding Json.Net (de)serializers
lstms_for_predictive_maintenance
LSTMS for Predictive Maintenance
scala-point-in-polygon
Scala point inside a polygon algorithm
blog-posts
Posts, random ideas and personal opinions