aleslimacastro Goto Github PK

2016

algorithms_in_ipython_notebooks

A repository with IPython notebooks of algorithms implemented in Python.

altair

Declarative statistical visualization library for Python

anfis

Python implementation of an Adaptive neuro fuzzy inference system

daal

Intel® Data Analytics Acceleration Library (Intel® DAAL)

datadive-on-time-series

Code (python, scikit-learn) zum DataScience Münster Wettbewerb: Besucherzahlen vorhersagen mit Machine Learning

eco-downloader

This tool facilitates the acquisition of data available at the website HidroWeb

eco-runoff

QGIS Plu-gin para realizar simulações chuva-vazão pelo método SCS.

el_nino

El Nino RAMP starting kit

electricity-load-forecasting

electricitymap

A real-time visualisation of the CO2 emissions of electricity consumption

ep2018_geo

eta40_smap_script

this script downloads the data from ETA 40 km from CPTEC and then calculates the expected average rainfall for each basin SIN. Rain is calculated based on the operating and direct weeks determined by the ONS.

evolopy

fecon235

Computational tools for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics

fisdet

Fuzzy Inference System Tool

fluxo_potencia_varredura

Calculo do Fluxo de Potencia pelo Metodo da Varredura e compara com Newton-Raphson

fuzzylab

fuzzylab, a Python fuzzy logic library

fuzzylitex

fuzzylitex: a C++ library for Fuzzy Inference System Modeling and Identification

imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

kalman_filters

PyCon 2016: Kalman Filters for non-rocket science

kalmanfiltersforstockmarket

Kalman Filters for Stock Market reproduced without using Quantopian or Zipline

metaheuristic-bat_algorithm

Bat Algorithm to Minimize Functions with Continuous Variables

notebooks

Ipython notebooks on various topics

one-python-benchmark-per-day

An ongoing fun challenge where I'll try to post one Python benchmark per day.

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pvlib-python

A set of documented functions for simulating the performance of photovoltaic energy systems.

pydse

Python package for dynamic system estimation of time series

pyhspf

Python extensions to the Hydrological Simulation Program in Fortran (HSPF), including classes for gathering input data, building input files, performing simulations, postprocessing results, calibrating hydrology process parameters, and forecasting climate and land use change effects on water resources