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hmjin1's Projects

astroml icon astroml

Machine learning, statistics, and data mining for astronomy and astrophysics

compas icon compas

COMPAS rapid binary population synthesis code

gw_catalog_mining icon gw_catalog_mining

Code and examples for "Mining Gravitational-wave Catalogs To Understand Binary Stellar Evolution: A New Hierarchical Bayesian Framework".

linux-command icon linux-command

Linux命令大全搜索工具,内容包含Linux命令手册、详解、学习、搜集。https://git.io/linux

machine-learning-notes icon machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(1500+页)和视频链接

made icon made

MADE: Masked Autoencoder for Distribution Estimation

normalizing_flows icon normalizing_flows

Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows

ovejero icon ovejero

Conducts hierarchical inference of strongly-lensed systems with Bayesian neural networks

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

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