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Solutions to various homework questions from Advanced LAFF, UTAustinX (Winter 2020) at edX
data and scripts for the ASDAR book
A topic-centric list of HQ open datasets in public domains. PR βββ
Context geo-tiles in Python
An ongoing repository of data on coronavirus cases and deaths in the U.S.
Projections of COVID-19, in standardized format
COVID-19 Projections Using Machine Learning
Assigments of CS4780 in Python
FINDER - FInding key players in complex Networks through DEep Reinforcement learning (Nature Machine Intelligence)
Python graph traversal algorithm implementation including BFS, DFS, Topological Sort, Dijkstra, Prim, BorΕ―vka, Kruskal, A*, Bellman Ford, Bron Kerbosch
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
A series of tutorials for R (data included). Starts with an introduction to R and works all the way to spatial regressions.
High-performance object-based library for DLA computations
Animation engine for explanatory math videos
Source code accompanying 'Mathematics of Epidemics on Networks' by Kiss, Miller, and Simon http://www.springer.com/us/book/9783319508047 . Documentation for the software package is at https://epidemicsonnetworks.readthedocs.io/en/latest/
Multiscale Geographically Weighted Regression (MGWR)
Depository for MIT Python ML course 2020
Supplemental resources for courses in the MITx MicroMasters Program in Statistics and Data Science
MITx 6.86x - Machine Learning with Python: from Linear Models to Deep Learning
Introduction to ML packages for the 6.86x course
jupyter/sage/ipython notebooks
Python Debugging with pdb
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
MSc Thesis - Parallel Gaussian Processes for Optimal Sensor Placement
Local Moran's I Hot Spot Plot in R using localmoran() from library(spdep)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π 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. πππ
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 β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.