abhi8893/Statistical-Downscaling-NASA-NEX-GDDP

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Updated about 4 years ago

abhi8893/Statistical-Downscaling-NASA-NEX-GDDP

abhi8893

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Statistical downscaled projections from an ensemble of regional climate models (NASA-NEX-GDDP)

tensorflow-deep-learning-mrdbourke

Exploring mrdbourke's awesome 🔥 course on Deep Learning using Tensorflow. Beautiful Jupyter notebooks, a well structured installable Python package, issues tracking on a Kanban board, and a deployed Github Page website. Come dive in!

Jupyter Notebook

Statistical-Bias-Correction

Implementing algorithms for statistical bias correction of climate model simulations in R

Jupyter Notebook

income-prediction-ml-deployment

Predicting income based on census data using machine learning. Flask for serving model API, Docker for contanerization, API docs using Swagger, API testing using Postman, and simple frontend using Streamlit.

Jupyter Notebook

Dynamical-Downscaling-CORDEX-Statistical-Analyses

Statistical analysis and projection from dynamically downscaled regional climate models (CORDEX)

Jupyter Notebook

Intensive-R

R practice code

Data-Wrangling-With-Python

Exploring various libraries (pandas, numpy, matplotlib) to wrangle data in Python

Jupyter Notebook

Bayesian-EVT-modelling-return-level-estimation

Application of Bayesian statistics and Extreme Value Theory in estimating return levels of precipitation and temperature