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Hi there 👋

✨ I’m currently working on these projects:

(1) Python Replication: WRDS Financial Ratios

Status: Awaiting publication

The financial_ratio_python consists of Python files designed to replicate the calculation of Financial Ratios at the Firm Level WRDS (Beta)

(2) Sample Code for Tracking Disclosure Change Trajectories for Financial Fraud Detection

Status: Awaiting publication

This repository has the code we employed for the "Tracking Disclosure Change Trajectories for Financial Fraud Detection" project. Due to data permissions, I'm only able to share code associated with pivotal steps such as paragraph matching, building change metrics, and deep learning model implementations, among others.

(3) Sample Code for More than Words: Quantifying Skepticism Toward Firm’s Fundamentals

Status: Awaiting publication.

This repository holds the code from our project titled "More than Words: Quantifying Skepticism Toward Firm’s Fundamentals." Given data permissions, I've made available code relevant to critical phases: deploying deep learning models for skepticism quantification, extracting linguistic features, and more.

jhuang2023's Projects

islr-python icon islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

keras-transformer-1 icon keras-transformer-1

Keras library for building (Universal) Transformers, facilitating BERT and GPT models

leetcode icon leetcode

:monkey:LeetCode、剑指Offer刷题笔记（C/C++、Python3实现）

matchzoo icon matchzoo

Facilitating the design, comparison and sharing of deep text matching models.

openface icon openface

Face recognition with deep neural networks.

rake-nltk icon rake-nltk

Python implementation of the Rapid Automatic Keyword Extraction algorithm using NLTK.

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