Dai, Yutong/ 戴宇童
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Python Tricks Learned From Projects
Show all submodules I need to import a particular function formulate from a file in the directory <path-to-the-package>/coinor/dippy/examples/milp/milp_func. It’s clear that I need to import it from the submodule coinor.dippy. But how to do it exactly?
Last updated on Jan 17, 2021
python
中国传统计时
中国传统计时单位 古时一天分12个时辰,采用地支作为时辰名称,
Last updated on Aug 19, 2019
visualization
Gradient Descent in Logistic Regression
Problem Formulation There are commonly two ways of formulating the logistic regression problem, depending on the way we label the response variable $y$. Here we focus on the first formulation and defer the second formulation on the appendix.
Last updated on Aug 3, 2020
optimization
Anomaly Detection
1 Point Anomaly Detection - Grubbs' test 2 Collective Anomaly Detection 2.1 Anomaly in timeseries - Seasonal Hybrid ESD algorithm 2.2 Distance-based Anomaly Detection 2.2.1 Global Anomaly - Largest Distance 2.
Last updated on Aug 3, 2020
Statistics
Decision Tree: How to find the path from the root to the desired terminal node
Find terminal nodes in each tree of the built random forest that give the largest prediction. Then find paths from root to these selected terminal nodes and ensemble them to derive a decision region.
Last updated on Jun 2, 2019
Python-Programming
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