Filipe Milani de Souza's Projects
Advanced Deep Learning with Keras, published by Packt
A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
Clean Code in Python, published by Packt
Samples for CUDA Developers which demonstrates features in CUDA Toolkit
Hands-on Deep Reinforcement Learning, published by Packt
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
Code generation framework for automated finite difference computation
Initial public release of code, data, and model weights for FourCastNet
Hands-On Deep Learning with TensorFlow, published by Packt
Hands-On GPU Programming with Python and CUDA, published by Packt
Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning
Learning Deep Learning
Learning OpenCV 5 Computer Vision with Python, Fourth Edition, Published by Packt
A `Neural = Symbolic` framework for sound and complete weighted real-value logic
Machine Learning for Time-Series with Python.Published by Packt
Modern Time Series Forecasting with Python, published by Packt
Repository for Jupyter Notebook examples associated with the NASA ARSET Training, "Fundamentals of Machine Learning for Earth Science"
Natural Language Processing Python and NLTK by Packt
Code repository for PyTorch Deep Learning in 7 Days, Published by Packt
Tutorial material on the scientific Python ecosystem
Solar Irradiance Forecasting with Transformer model
Time Series Analysis with Python Cookbook, published by Packt
Time series forecasting models for weather features