Sophie's Projects
Code and resources for Machine Learning for Algorithmic Trading, 2nd edition.
Pricing of Asian options in C++ with Monte Carlo Simulation
Config files for my GitHub profile.
A curated list of references for MLOps
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading.
Publicly available starter notebooks and related code for Udacity's Introduction to Neural Networks with PyTorch.
Project 1 Udacity Data Science nano degree program
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
add interpretability to clustering
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
Contains files related to content and project of DSND Term 2
Feature engineering package with sklearn like functionality
Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics
Financial Sentiment Analysis with BERT
Complete deep learning project developed in Full Stack Deep Learning, Spring 2021
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Language Identitification based on relative entropy (Python)
Inference code for LLaMA models
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
Public repo for DeepLearning.AI MLEP Specialization
Customized Cookie Cutter for Deep Learning
Modern Time Series Forecasting with Python, published by Packt
Exercise Code for Course 2 of the Udacity ML DevOps Nanodegree Program
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent