Pinned Repositories
active-learning-tweets
Comparison between active learning model performances in Sentiment Analysis with Spanish tweets.
chatbot
A chatbot using LLMs and langchain.
data-cleaning-EDA
Data cleaning and EDA of a dataset.
elevation-class
Class for planetary elevation extraction using CopernicusDEM API.
feature-engineering
Repository for all the activity of my feature engoieering class from my master degree in Data Science.
field-optimization
Apying data science for optimizing drone usage in the watering of agave fields. This project implements genetic algorithms to find the most optimal way of watering a group of agave fields in Jalisco, Mexico..
homosapienssapiens
Config files for my GitHub profile.
image-comp-with-k-means
An exercise for image compression using kmeans with and without PCA applyed to the pixel data.
svm
A reflection abbout SVM and their use.
UFC-fights-prediction
This project will implement the training and testing of machine learning algorithms for UFC fight results prediction. The hypothesis is that the model can reach at least 80% of accuracy in it’s predictions. When the training and testing phase are complete the model will be tested live in UFC 246 Poirier vs McGregor on July 10th 2021 9:00 PM CDT
homosapienssapiens's Repositories
homosapienssapiens/UFC-fights-prediction
This project will implement the training and testing of machine learning algorithms for UFC fight results prediction. The hypothesis is that the model can reach at least 80% of accuracy in it’s predictions. When the training and testing phase are complete the model will be tested live in UFC 246 Poirier vs McGregor on July 10th 2021 9:00 PM CDT
homosapienssapiens/active-learning-tweets
Comparison between active learning model performances in Sentiment Analysis with Spanish tweets.
homosapienssapiens/svm
A reflection abbout SVM and their use.
homosapienssapiens/chatbot
A chatbot using LLMs and langchain.
homosapienssapiens/data-cleaning-EDA
Data cleaning and EDA of a dataset.
homosapienssapiens/elevation-class
Class for planetary elevation extraction using CopernicusDEM API.
homosapienssapiens/feature-engineering
Repository for all the activity of my feature engoieering class from my master degree in Data Science.
homosapienssapiens/field-optimization
Apying data science for optimizing drone usage in the watering of agave fields. This project implements genetic algorithms to find the most optimal way of watering a group of agave fields in Jalisco, Mexico..
homosapienssapiens/homosapienssapiens
Config files for my GitHub profile.
homosapienssapiens/image-comp-with-k-means
An exercise for image compression using kmeans with and without PCA applyed to the pixel data.
homosapienssapiens/Image-processing-k-means-knn
Image processing using k-means and Kohonen in 2, 3 an 10 clusters.
homosapienssapiens/intro-deployment-ml
homosapienssapiens/marvin
A paranoid android.
homosapienssapiens/modAL
A modular active learning framework for Python
homosapienssapiens/Newton-Raphson
Newton-Raphson algorithm programed in python.
homosapienssapiens/number-recognition
Number recognition with computer vision using Naive Bayes, Gauss-Bayes and KNN.
homosapienssapiens/Numtrail
Numtrail is a board game where the main objective is to navigate through a number board collecting the highest numbers possible. The IA makes its decissions with minimax and alpha-beta pruning algorythms.
homosapienssapiens/platzi-fatapi1
Repositorio del curso de platzi de FastAPI: Introducción, Operaciones, Validaciones y Autenticación. Link: https://platzi.com/cursos/fastapi/
homosapienssapiens/reddit_depression
A machine learning classifier for depression in reddit post authors.
homosapienssapiens/search-engine
Search engine with TF-IDF text vectorization and cosine similarity measure
homosapienssapiens/slow_payers
homosapienssapiens/Time-series
Primer examen de series de tiempo
homosapienssapiens/Transformers-for-NLP-2nd-Edition
Under the hood working of transformers, fine-tuning GPT-3 models, DeBERTa, vision models, and the start of Metaverse, using a variety of NLP platforms: Hugging Face, OpenAI API, Trax, and AllenNLP
homosapienssapiens/twitter_sentiment_analysis_part9
Twitter sentiment analysis part 9: Neural Networks with Tfidf vectors using Keras
homosapienssapiens/word_cloud
Word cloud of a spanish text. The text subject is the first chapter of a novel I am writing.