Mario Aviles's Projects
Example Project for Neo4j OGM
Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
Implementing a Neural Network from Scratch
RAPIDS Sample Notebooks
RAPIDS Community Notebooks
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Jupyter Notebooks for Computational Linear Algebra course, taught summer 2018 in USF MSDS program
Build and run containers leveraging NVIDIA GPUs
Build and run Docker containers leveraging NVIDIA GPUs
NYU Deep Learning Spring 2021
Yolov3 Object Detection implemented as APIs, using TensorFlow and Flask
Python program that uses OpenCV to detect and identify playing cards from a PiCamera video feed on a Raspberry Pi
An open-source textbook written at the college level. OpenIntro also offers a second college-level intro stat textbook and also a high school variant.
OpenVINO™ Toolkit repository
📚 Jupyter notebook tutorials for OpenVINO™
General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python
Lisp code for the textbook "Paradigms of Artificial Intelligence Programming"
Pandas AI is a Python library that integrates generative artificial intelligence capabilities into Pandas, making dataframes conversational
Create HTML profiling reports from pandas DataFrame objects
Jupyter notebook and datasets from the pandas Q&A video series
Widely used and useful papers related to machine learning and deep learning
Research papers with annotations, illustrations and explanations
Curso Reconocimiento de Patrones - UC - Chile
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
C++ Notes as taken during my OOP Computer Science course. These notes go into details about many of the complicated concepts available in C++
Programación Orientada a Objetos en Python
All the basics of POO with Python
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.