Mario Aviles's Projects
Deep Learning for humans
Hyperparameter tuning for humans
KNIME Analytics Platform - SDK Setup
The Simplest Way to Manage Your Entire Dev Infrastructure!
Tutorials on how to use pandas effectively to do data analysis
This repository contains code and bonus content which will be added from time to time for the book "Learning Social Media Analytics with R" by Packt
Beginner Python Course with JuPyter Notebooks. Includes 17 video tutorials, 17 lessons, 17 projects, with 17 solutions.
Python library for audio and music analysis
Implementation of paper :Lightweight Deep Convolutional Network for Tiny Object Recognition
Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
Llama 2 Everywhere (L2E)
Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)
Repository for Machine Learning and Computer Vision references.
Monthly Series - Top 10 Machine Learning Articles
A complete daily plan for studying to become a machine learning engineer.
Machine Learning Material by Cornellius Yudha Wijaya for Purwadhika Startup and Coding School
An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!
machine learning and deep learning tutorials, articles and other resources
Python codes for common Machine Learning Algorithms
Translation of <Machine Learning Yearning> by Andrew NG
Plain python implementations of basic machine learning algorithms
Machine learning and deep learning resources
Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.
Mastering Transformers, published by Packt
Combinatorics class notes, homework, and tests in LaTeX. Some other discrete math notes as well.
Math 228A 2019 Fall
Math 54, Spring 2020