Charaf ZGUIOUAR's Projects
Econometrics lecture notes with examples using the Julia language
Excess Volatility Puzzle : An agent-based model approach
A curated list of practical financial machine learning tools and applications.
Collection of notebooks about quantitative finance, with interactive python code.
TD 2023 - Asset Pricing Assignments
A curated list of articles and tutorials to start with and understand generative AI
A financial model to forecast next day SPY closing prices
Testing Kolmogorov-Arnold Networks for option pricing
Physics Informed Machine Learning Tutorials (Pytorch and Jax)
Resources I used for ML Engineer, Applied Scientist and Quant Researcher interviews.
Minimal and clean examples of machine learning algorithms implementations
The materials for the Fall ML in Materials course at the UTK MSE
Implementaion of Generic L-layer Neural Network from Scratch
NLP stocktwits
Thesis support material
Notes sur la théorie de la mesure.
Numerical Methods Lecture: This repository contains the material created during the lecture Numerical Methods for Mathematical Finance.
Parallax is a project that cosists of onto application of NLP earnings calls to uncover trends and forecast futur financial performance
PyTorch Implementation of Physics-informed Neural Networks
Polars Tutorial
This project aims to model the covid impcat on the potential population growth.
The project aims to create a model that simulates population growth in a scenario where COVID is not present.
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
Beginner Level Deep Learning Tutorials in Pytorch with Youtube Videos!
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent