Miko Planas's Projects
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
Machine Learning Ops Workshop with SageMaker: lab guides and materials.
Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.
A compilation of libraries, case studies, resources, and research papers revolving around deep learning/machine learning for audio
A GAN-powered web app for creating visuals based on a song input. Inspired by the BANKROLL music video of BrockHampton
Commonsense Explanations Dataset and Code
CPPN in Keras 2
Freezing generator for pseudo image translation
Wasserstein GAN on FMNIST and Generate New Pokemons with DCGAN
Curated list of awesome GAN applications and demo
gan implementations from gans in action book (w my own twist?)
Genre Classification with Reasonable MLOps
An implementation of GhostNet for Tensorflow 2.1. (From the paper "GhostNet: More Features from Cheap Operations")
Build Graph Nets in Tensorflow
Hello World Exercise
Basic Keras Inception V3 trasfering learning
Compilation of resources found around the web connected with Machine Learning, Deep Learning & Data Science in general.
Output will be the tableau given the basic variables, the objective function and the constraints. I will use Pytorch and Notebooks widgets.
This contains the Practice Notebooks and Case Studies that I have accomplished.
Some datasets I've analyzed, along with some models I've trained. This is a work in progress...
Source code for 'Monetizing Machine Learning' by Manuel Amunategui and Mehdi Roopaei
Knowledge Management System for an Alternative Protein Company using Dash, PostgreSQL, Heroku
Hello my family
An analysis of the USDA NASS Agriculture Dataset using BigQuery, Geopandas, etc.