M2cgenTransform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies
Esl CnThe Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
Islr PythonAn Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
ISLR-PythonNotes and implementations in Python for ISLR.
BayesHMMFull Bayesian Inference for Hidden Markov Models
sldm4-h2oStatistical Learning & Data Mining IV - H2O Presenation & Tutorial
r4sl📈 Machine Learning from the perspective of a Statistician using R
JCLALJCLAL is a general purpose framework developed in Java for Active Learning.
ANTsRAdvanced Normalization Tools in R
BoostSRLBoostSRL: "Boosting for Statistical Relational Learning." A gradient-boosting based approach for learning different types of SRL models.
aheadUnivariate and multivariate time series forecasting
GDLibraryMatlab library for gradient descent algorithms: Version 1.0.1
ISLR.jlJuliaLang version of "An Introduction to Statistical Learning: With Applications in R"
Statistical-Learning-using-RThis is a Statistical Learning application which will consist of various Machine Learning algorithms and their implementation in R done by me and their in depth interpretation.Documents and reports related to the below mentioned techniques can be found on my Rpubs profile.
DROPFixed Income Analytics, Portfolio Construction Analytics, Transaction Cost Analytics, Counter Party Analytics, Asset Backed Analytics