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Stephanie Choi's Projects

alphalens icon alphalens

Performance analysis of predictive (alpha) stock factors

alphapy icon alphapy

Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost

auto-gpt icon auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

autoscraper icon autoscraper

A Smart, Automatic, Fast and Lightweight Web Scraper for Python

cfa-level-i-obsidian icon cfa-level-i-obsidian

This public repository serves as a compilation of my Obsidian notes during my preparation for the CFA Level I examination.

cfa_level_i icon cfa_level_i

This is an application of concepts of CFA level I content through python/Jupter notebook.

dcf icon dcf

Basic Discounted Cash Flow library written in Python. Automatically fetches relevant financial documents for chosen company and calculates DCF based on specified parameters.

empyrical icon empyrical

Common financial risk and performance metrics. Used by zipline and pyfolio.

fred_data icon fred_data

This is a public repository designed for recording FRED data. Please be aware that the information contained herein may not be the most current.

gpt4all icon gpt4all

gpt4all: a chatbot trained on a massive collection of clean assistant data including code, stories and dialogue

gs-quant icon gs-quant

Python toolkit for quantitative finance

manim icon manim

This is a public repository to act as a sandbox for manim.community

pdf-rag-app icon pdf-rag-app

This is a public repository to build a PDF RAG app for customised queries of any PDF.

perspective icon perspective

A data visualization and analytics component, especially well-suited for large and/or streaming datasets.

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