Pinned Repositories
AlphaGo
A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.
Analytics_ds_articles
arcgis-python-api
ArcGIS Python API to Web GIS - documentation and samples
augsynth
Augmented Synthetic Control Method
biblatex-gbt77142005
Bios8366
Advanced Statistical Computing at Vanderbilt University's Department of Biostatistics
book
学习笔记
COVID-19-AQ
R-Package-np
R package np (Nonparametric Kernel Smoothing Methods for Mixed Data Types)
rmweather
Tools to Conduct Meteorological Normalisation on Air Quality Data
songnku's Repositories
songnku/COVID-19-AQ
songnku/R-Package-np
R package np (Nonparametric Kernel Smoothing Methods for Mixed Data Types)
songnku/rmweather
Tools to Conduct Meteorological Normalisation on Air Quality Data
songnku/Analytics_ds_articles
songnku/arcgis-python-api
ArcGIS Python API to Web GIS - documentation and samples
songnku/augsynth
Augmented Synthetic Control Method
songnku/Bios8366
Advanced Statistical Computing at Vanderbilt University's Department of Biostatistics
songnku/codes_for_articles
songnku/deepbayes-2018
Seminars DeepBayes Summer School 2018
songnku/EDM_notebooks
folder for EDM tutorials on
songnku/everything-bayesian
Learning Bayesian Deep Learning with PyMC3
songnku/FRK
Fixed Rank Kriging with big data
songnku/gbt7714-bibtex-style
GB/T 7714-2015 BibTeX Style
songnku/LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
songnku/machine-learning-notebooks
Stanford Machine Learning course exercises implemented with scikit-learn
songnku/Machine-Learning-Projects
Machine Learning Experiments and Work
songnku/MeteoInfo
MeteoInfo: GIS and scientific computation environment for meteorological community.
songnku/ML-ASCM
songnku/nature-tex
LaTeX template and build code for a Nature style research article submission
songnku/notebooks
Directory of Jupyter notebooks exploring various topics
songnku/openair
Tools for air quality data analysis
songnku/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
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 ;)
songnku/pydata-notebook
利用Python进行数据分析 第二版 (2017) 中文翻译笔记
songnku/pyEDM
Python EDM package interface to cppEDM
songnku/quokar
R packages
songnku/rEDM
Applications of Empirical Dynamic Modeling from Time Series
songnku/shap
A game theoretic approach to explain the output of any machine learning model.
songnku/SHAPforxgboost
SHAP (SHapley Additive exPlnation) visualization for 'XGBoost' in 'R'
songnku/statistical-learning-method
《统计学习方法》笔记-基于Python算法实现
songnku/treeinterpreter