PinnedJinhang JianginTowards Data ScienceGraph Analytics in Identifying Enduring Effects of PandemicsGraph analytics framework designed for identifying enduring effects of COVID-19 on Healthcare Systems using Exponential Random Graph Models…7 min read·Dec 12, 2022--2--2
PinnedJinhang JianginTowards Data ScienceMoreThanSentiments: Text Analysis PackageA collection of functions that help researchers calculate Boilerplate, Redundancy, Specificity, Relative Prevalence, etc., in python4 min read·May 31, 2022--5--5
Jinhang JianginTowards DevAll Kinds of Randoms in PythonAn all-you-need list of examples for generating random samples in python3 min read·Dec 4, 2022--3--3
Jinhang JianginTowards Data ScienceAn End-to-End Guide to Publish Your Python PackageThis is an end-to-end demo of sharing an open-source software both privately and publicly.5 min read·Jun 14, 2022--2--2
Jinhang JianginTowards Data ScienceLinear Regression with Hugging FaceThis is an exploration of the feasibility of implementing the linear regression analysis with Transformers6 min read·Jun 7, 2022--3--3
Jinhang JianginTowards Data ScienceSBERT vs. Data2vec on Text ClassificationCode demo for text classification with two of the popular pre-trained hugging-face models4 min read·May 18, 2022----
Jinhang JianginTowards Data ScienceOne Line of Code to Accelerate Your Sklearn Algorithms on Big DataThe introduction of the intel sklearn extension. Make your Random Forest even faster than XGBoost.5 min read·May 6, 2022----
Jinhang JiangThe Recommended Music I Don’t Like Are So-Called False PositivesThink about the recommendation algorithm in a customer-centric way. Play with the confusion-matrix.5 min read·Apr 30, 2022----
Jinhang JiangHyperparameter Tuning the Weighted Average Ensemble in PythonUse the voting classifier from the sklearn ensemble to hyperparameter tuning your weighted average ensemble in python2 min read·Nov 15, 2021----
Jinhang JiangImplement Latent Network Models & Visualize Network Data in RCode Demonstration of the usage of a class of statistical models — LNMs in R6 min read·Oct 6, 2021--1--1