Stars
An opinionated list of Python frameworks, libraries, tools, and resources.
OBS Studio - Free and open source software for live streaming and screen recording
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Techniques for deep learning with satellite & aerial imagery
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Long list of geospatial tools and resources
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
All course materials for the Zero to Mastery Machine Learning and Data Science course.
An open source library and framework for deep learning on satellite and aerial imagery.
A comprehensive and up-to-date compilation of datasets, tools, methods, review papers, and competitions for remote sensing change detection.
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks
open-source feature selection repository in python
Metric learning algorithms in Python
A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
Earth observation processing framework for machine learning in Python
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
A Jupyter notebook extension for geospatial visualization and analysis
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15
The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI
One stop shop for all your GIS Programming needs
A curated list of resources focused on Machine Learning in Geospatial Data Science.
(AAAI' 20) A Python Toolbox for Machine Learning Model Combination