Shuyang XianginTowards Data ScienceCan Neural Networks Formulate Shock Wave?How we build a PINN for inviscid Burgers Equation with shock formulation6 min read·Apr 4, 2024----
Shuyang XianginTowards Data ScienceHow to Interpret GPT2-SmallMechanistic Interpretability on prediction of repeated tokens7 min read·Mar 22, 2024----
Shuyang XianginTowards AIHow Can AI Help Visually Impaired People See The WorldAn attempt to craft an App empowered by LLM to support the visually impaired6 min read·Dec 28, 2023----
Shuyang XiangHow to unleash the Power of SQL Responses with Multifaceted in ChatbotsUsing Langchains and ChatGPT6 min read·Dec 15, 2023----
Shuyang XianginTowards Data ScienceChallenges in Stop Generation within Llama 2An Exploration with Potential Solutions9 min read·Sep 10, 2023--4--4
Shuyang XianginTowards Data ScienceEnhancing CSV File Query Performance in ChatGPTwith LangChain’s Self-Querying based on a customized CSV Loader9 min read·Jul 31, 2023--3--3
Shuyang XianginTowards Data ScienceDemystifying Bayesian Models: Unveiling Explanability through SHAP ValuesExploring PyMC’s Insights with SHAP Framework via an Engaging Toy Example6 min read·May 12, 2023----
Shuyang XiangCheck the quality of tabular data based on prompted criteria using ChatGPTAn Example of CSV Files with Three Methods, Along with Their Pros and Cons8 min read·May 4, 2023----
Shuyang XiangTailor ChatGPT to Your Needs with Custom Knowledge BasesSee How to Create One with Your Documents or Google Docs7 min read·Apr 12, 2023--1--1
Shuyang XiangLet us talk about ChatGPTMy point of view as mathematician and data scientist6 min read·Feb 23, 2023----