Nilick's repositories
TopoPyScale
Python version of Toposcale packaged as a Pypi library
xarraygee
A Python interface between Earth Engine and xarray for processing time series data
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
ML-Papers-Explained
Explanation to key concepts in ML
Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
ML-Course-Notes
🎓 Sharing machine learning course / lecture notes.
illustrated-machine-learning.github.io
Website containing illustrations about Machine Learning theory!
ML-Notebooks
:fire: Machine Learning Notebooks
earth-env-data-science-book
Source repo for Earth and Environmental Data Science book
awesome-earthobservation-code
A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery
PyAEZ
PyAEZ is a python package consisted of many algorithms related to Agro-ecalogical zoning (AEZ) framework.
featuretools
An open source python library for automated feature engineering
feature_engine
Feature engineering package with sklearn like functionality
mlbookcamp-code
The code from the Machine Learning Bookcamp book and a free course based on the book
awesome-quarto
A curated list of Quarto talks, tools, examples & articles! Contributions welcome!
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
data-science-interviews
Data science interview questions and answers
robertmitchellv.github.io
My personal website + blog
geograph
GeoGraph provides a tool for analysing habitat fragmentation and related problems in landscape ecology. GeoGraph builds a geospatially referenced graph from land cover or field survey data and enables graph-based landscape ecology analysis as well as interactive visualizations.
awesome-spectral-indices
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
scikit-downscale
Statistical climate downscaling in Python
pysteps
Python framework for short-term ensemble prediction systems.
EG3301R
ASI-304: Applying AI and Machine Learning to Satellite Data
downscale-satelliteLST
A python class for enhancing the spatial resolution of satellite-derived Land Surface Temperatures (LST) using statistical downscaling.
GIS_RemoteSensing_GeeMap
All my work on analysis of Satellite Imagery
index-calculator
A python program which calculates a chosen index for Sentinel-2 and Landsat 8 images and gives multiple output options.
scikit-learn-tips
:robot::zap: 50 scikit-learn tips