ajalvarez Goto Github PK

ajalvarez.github.io

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

automl-gs

Provide an input CSV and a target field to predict, generate a model + code to run it.

convexcom

Community detection in complex networks by the use of convex sum of dissimilarity measures

curriculumvitae

Portafolio

dashgpt

A high quality chat interface built entirely with Plotly Dash incorporating functionality for RAG, feedback and more.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

fraud-detection-using-machine-learning

Setup end to end demo architecture for predicting fraud events with Machine Learning using Amazon SageMaker

iaparahumanos

Curso de Machine Learning e Inteligencia para Humanos

markovify

A simple, extensible Markov chain generator.

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

network-science-with-python-and-networkx-quick-start-guide

Network Science with Python and NetworkX Quick Start Guide, published by Packt

nlglib

Python library for Natural Language Generation (including SimpleNLG wrapper)

nodylab

A nonlinear dynamics library for python

ofxreactiondiffusion

openFrameworks addon: visualize Reaction Diffusion systems using GPU

osi-samples-pi-system

The OSIsoft samples are introductory, language-specific examples of programming against OSIsoft technologies. They are intended as instructional samples only.

ready

A cross-platform implementation of various reaction-diffusion systems.

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rinet

Ranking in Networks

sagemaker-churn

Hands-on SageMaker lab looking at cell phone churn

seds

Problems in Spatial Extended Dynamical Systems

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

tidana

Thinking in Data Analysis

tinalgo

Thinking in Algorithms: A set of solved problems in algorithms with mathematical flavor

tises

Thinking in Spatial Extended Systems

topological_feedback_centralities

typescript

TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

xmds_codes

Learning XMDS to Explore Topics in Dynamical Systems and Nonlinear Sciences

zentapy