tremamiguel Goto Github PK

active-set-method

Numerical Optimization Algorithm to solve an objective function subject to restrictions.

bfgs-method

Quasi Newton Algorithm to find the minimum of a function. We test it with Tridia, Freurooth and Dixmaanjl functions.

conjugate-gradient-method

Apply Conjugate Gradient along with the Dogleg method to find the minimum of a function. We test it with the Rosenbreck, Shekel, Convile and others,

darts

A python library for easy manipulation and forecasting of time series.

diabetic-retinophaty-survial-analysis

Survival estimation to Diabetic Retinophaty using parametric and non-parametric estimations.

feast

Feature Store for Machine Learning

feature_engine

Feature engineering package with sklearn like functionality

forecasting

Models, Outlier Treatment, Interpolation and Statistical Tests for Forecasting

great_expectations

Always know what to expect from your data.

incremental-load

Data incremental load wiht MySQL, GCP and Pandas

kagglecompetitions

lambda-docker-image-pytorch-xgboost

lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

pycaret

An open source, low-code machine learning library in Python

pyvespa

thesis-schrodinger-equation

Study the Schrödinger equation in Lp spaces, viewed as a PDE, and develop the operator theory of the Schrödinger Operators in Hilbert Spaces.

tweets-sentiment-analysis

Sentiment Analysis of banned Tweets from Russian in 2018

udacity-nanodegrees

zenml

ZenML 🙏: MLOps framework to create reproducible ML pipelines for production machine learning.