PinnedJinhang JianginTowards Data ScienceMoreThanSentiments: Text Analysis PackageA collection of functions that help researchers calculate Boilerplate, Redundancy, Specificity, Relative Prevalence, etc., in pythonMay 31, 20225May 31, 20225
Jinhang JianginTowards Data ScienceFrom Scratch to Deep Quantile ForecastingAn end-2-end empirical sharing of multi-step quantile forecasting with Tensorflow, NeuralForecast, and Zero-shot LLMs.Jul 16Jul 16
Jinhang 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…Dec 12, 20222Dec 12, 20222
Jinhang JianginTowards DevAll Kinds of Randoms in PythonAn all-you-need list of examples for generating random samples in pythonDec 4, 20223Dec 4, 20223
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.Jun 14, 20221Jun 14, 20221
Jinhang JianginTowards Data ScienceLinear Regression with Hugging FaceThis is an exploration of the feasibility of implementing the linear regression analysis with TransformersJun 7, 20223Jun 7, 20223
Jinhang JianginTowards Data ScienceSBERT vs. Data2vec on Text ClassificationCode demo for text classification with two of the popular pre-trained hugging-face modelsMay 18, 2022May 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.May 6, 2022May 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.Apr 30, 2022Apr 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 pythonNov 15, 2021Nov 15, 2021
