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Open Source library to support interpretability and explainability of data and machine learning models
A curated list of awesome Python libraries, software and resources in Atmosphere, Environment and Machine Learning
A curated list of Google Earth Engine resources
A curated list of awesome Machine Learning frameworks, libraries and software.
A curated list of awesome R packages, frameworks and software.
Covid-19 Twitter dataset for non-commercial research use and pre-processing scripts - under active development
List of Computer Science courses with video lectures.
Keras code and weights files for popular deep learning models.
A set of common color palettes for Google Earth Engine
A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets.
Combining tree-boosting with Gaussian process and mixed effects models
InMAP reduced-form air quality model for fine particulate matter (PM2.5)
:globe_with_meridians: Jekyll is a blog-aware static site generator in Ruby
Implementation of Trajectory classes and functions built on top of GeoPandas
OSMnx: Python for street networks. Retrieve, model, analyze, and visualize street networks and other spatial data from OpenStreetMap.
Usage examples, demos, and tutorials for OSMnx.
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Resources for deep learning with satellite & aerial imagery
Statistical Rethinking course winter 2022
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Exploration of the Twitter API and sentiment & topic analysis on tweets relevant to COVID-19
Datasets, Transforms and Models specific to Computer Vision
Webinar: NASA ORNL DAAC MODIS and VIIRS Data Tools and Services at your Fingertips
Workshop materials for Introduction to R
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.