Akumenyi
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These scripts were written as part of my PhD.
Practical course, which starting from Data Science offers examples (with Python code) and explanation (in Twitter threads) on concepts and techniques of Machine Learning, Deep Learning and NLP.
rainfall onset-cessation and extreme indices v2
Akumenyi / tigramite
Forked from jakobrunge/tigramiteTigramite is a time series analysis python module for causal discovery. The Tigramite documentation is at
Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at
Akumenyi / CME_NCOMMS_2020
Forked from peernow/CME_NCOMMS_2020Supplementary files and scripts for Nowack et al., Causal networks for climate model evaluation and constrained projections, Nature Communications (2020), https://doi.org/10.1038/s41467-020-15195-y
Akumenyi / deepsky
Forked from djgagne/deepskyInterpretable Deep Learning for Spatial Analysis of Severe Hailstorms
Deep Learning examples with Keras.
Code repository for Deep Learning with Keras published by Packt
Novel Coronavirus 2019 time series data on cases
Epidemic Modeling for Everyone
quantile mapping applied to climate model output
quantile mapping applied to climate model output
Deep Replay - Generate visualizations as in my "Hyper-parameters in Action!" series!
Covidify - corona virus report and dataset generator for python 📈 [no longer being updated]
Akumenyi / Introduction-to-Time-Series-forecasting-Python
Forked from advaitsave/Introduction-to-Time-Series-forecasting-PythonIntroduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast evaluation.
Talk at PyCon UA 2018 (Kharkov, Ukraine)
Akumenyi / Python-Practical-Application-on-Climate-Variability-Studies
Forked from royalosyin/Python-Practical-Application-on-Climate-Variability-StudiesThis tutorial is a companion volume of Matlab versionm but add more. Main objective is the transference of know-how in practical applications and management of statistical tools commonly used to ex…
Akumenyi / A-Beginner-Guide-to-Carry-out-Extreme-Value-Analysis-with-Codes-in-Python
Forked from royalosyin/A-Beginner-Guide-to-Carry-out-Extreme-Value-Analysis-with-Codes-in-PythonA beginner's guide to carry out extreme value analysis, which consists of basic steps, multiple distribution fitting, confidential intervals, IDF/DDF, and a simple application of IDF information fo…
Quick python code to scrape the latest data from all the global surface temperature datasets and return it on a common baseline period.