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100-days-of-ml-code

100-Days-Of-ML-Code中文版

auccalculator

Recreation of AUCCalculator. Described in Davis & Goadrich (2006), "The relationship between Precision-Recall and ROC Curves."

awesome-causality-algorithms

An index of algorithms for learning causality with data

bayes-surv-inla

bayesian-without-gold-standard

A Bayesian model was developed to evaluate the accuracy of two SV calling methods in the absence of gold standard.

bicens_fam_genorisk

blcm-covid19

code and technical details on BLCM for the diagnostic accuracy estimation

blog_scripts

To share the scripts used in my blog

causal-learn

Python translation (and extension) of the Tetrad java code.

causal_inference_python_code

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

causalml

Uplift modeling and causal inference with machine learning algorithms

complexheatmap

Make Complex Heatmaps

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cureauxsp

An R package used to fit cure models with auxiliary survival Information.

cutesv

Long read based human genomic structural variation detection with cuteSV

dcurves

Decision Curve Analysis

dcurves-python

Python package for Andrew Vickers' Decision Curve Analysis method to evaluate prediction models and diagnostic tests

deep-learning-with-r-notebooks

R notebooks for the code samples of the book "Deep Learning with R"

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

igv

Integrative Genomics Viewer. Fast, efficient, scalable visualization tool for genomics data and annotations

intror

这是一本中文 R 语言入门书，基于最新 tidyverse 包。

learn-python3

Learn Python 3 Sample Code

lihang-code

《统计学习方法》的代码实现

machine-learning-foundations

林轩田机器学习基石练习题答案

machine-learning-in-action-python3

《机器学习实战》的python3源码

machine-learning-toy-code

《机器学习》（西瓜书）代码实战

machine_learning_code_implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

matimecox

Model averaging prediction for survival probability via time-varying coefficient Cox model