michaelistrofficus Goto Github PK

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

movielens-posters

IMDb URLs and posters for movies in the MovieLens 100K dataset

nfs

Neural Feature Selector for Multivatiate TimeSeries feature selection

optimization_test_functions

Implementation and visualization of test functions for single objective optimization.

optimizers_comparison

Implementation with autograd of optimization algorithms and their subsequent visualization.

particle_swarm_optimization

Implementation of Particle Swarm Optimization technique with animation.

prompt-engineering-guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

pyheuristics

A toolkit for MetaHeuristics implemented in Python

pynetnet

Net-Net Investing principles in a Pythonic way!

pyswarms

A research toolkit for particle swarm optimization in Python

python-aiplatform

A Python SDK for Vertex AI, a fully managed, end-to-end platform for data science and machine learning.

quilting

My own implementation of the quilting algorithm in the C++ programming language.

recommender_system_with_image_information

My master's thesis where the idea is to explore whether adding information about Movielens movie covers improves the recommendation.

scikit-learn

scikit-learn: machine learning in Python

simanneal

Python module for Simulated Annealing optimization

socraticai

Problem solving by engaging multiple AI agents in conversation with each other and the user.

sparkcraft

This library is intended to help the Pyspark developer in everything related to partition tuning, skewed joins, etc.

spec_augment

Tensorflow Layer that implements the SpecAugment technique

stable-diffusion

sudoku_solver_asp

A sudoku solver implemented in clingo.

surprise

A Python scikit for building and analyzing recommender systems

sympy

A computer algebra system written in pure Python

the-mle-odyssey

A project to store my knowledge about the technologies I learn in the field of Machine Learning engineering.