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Name: Jatan Buch
Type: User
Bio: Climate science postdoc, Columbia University
Location: New York, NY
Blog: www.jatanbuch.com
Name: Jatan Buch
Type: User
Bio: Climate science postdoc, Columbia University
Location: New York, NY
Blog: www.jatanbuch.com
Notes, references, codes, and everything in between for a reading group on application of advanced statistics.
Materials for the 2015 Astro Hack Week
Materials for the 2017 Astro Hack Week
Materials + Stuff for Astro Hack Week 2018
A python code to compute the impact of dark matter substructure on direct detection efforts via electron scattering.
DDDM-project
chapters of a book Hogg will never write
New ML fire hazard index with ecological memory
Tools for working with the @ESAGaia data and related data sets
Companion to NYU course
Introduction to Attention mechanism and Transformer architecture
Ensemble-based history matching method with latent-space proxy model for nonlinear forward model and non-Gaussian models.
All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)
Some notes about MCMC
ML surrogate model which combines ROM, LSTM and DA for dynamical systems such as wildfires
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
Some code bites for likelihood fits
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 ;)
Package to call Python functions from the Julia language
Numba-accelerated Pythonic implementation of MPDATA with examples in Python, Julia and Matlab
Pythonic particle-based (super-droplet) warm-rain/aqueous-chemistry cloud microphysics package with box, parcel & 1D/2D prescribed-flow examples in Python, Julia and Matlab
Required packages for running PySDM on the cloud
Code for generating seasonal and S2S forecasts of western US fire activity
Repo for code, plots, and notes related to a ML based model of western US wildfire activity.
Jax based samplers for sequential sampling models
Graduate topics course on statistics and the cosmic microwave background
A Python tool to study the information yield of counting experiments.
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.