Projects

我自己康康就行

NLP Projects

Fine-tuning pre-trained BERT for downstream classification.

COVID-19 Dashboard

A COVID-19 Dashboard using data from JHU updated regularly.

Time Series Project

Dynamics of Disease Transmission and Human Behavior.

Gender Identification Face App

A ML Flask App for predicting gender based on face image.

Personalized Medicine

Multi-class text classification.

B-Spline Activation Function

A customized B-spline activation function.

Bio-Shiny

Visualization tools for sequencing / biological data.

m6A-seq Data Analysis

A Protocol for m6A-seq Data Analysis.

Notebooks for Graduate-Level Courses

知识它不进脑子

Natural Language Processing

MIT 6.861 (2022).

Data Structures and Algorithms

CS124 (2022).

Data Structures and Algorithms (Basics)

ᐕ)⁾⁾ (2021).

Data Science

CS109ab (2021).

Basics of Statistical Inference

BST222 (2021).

Applied Regression Analysis

BST210 (2021).

Notebooks for Online Courses

新会员追剧计划

LLM Agents Notes

UCB LLM Agents Guest Lectures (2024)

LeetCode Repository

Algorithm Problems Solved in 2022.

A/B Testing Notes

A/B Testing (Udacity) (2022).

Machine Learning Notes

MITx 6.86x (2021).

Data Analysis Notes

MITx 6.419x (2021).

Matrix Methods Notes

MITx 18.065 (2021).

Probability and Statistics Notes

MITx 6.431x (2020) & 18.6501x (2021).

Git Notes

Learn by doing (2021).

Bayesian Statistics Notes

MOOC UCSC (2020).

Playground

人还是要摸鱼的

Lucky Bucket

熬夜写的解压小游戏.