Samson Qian's repositories
Modifying-Shiller-CAPE-Ratio
Modifying the Shiller CAPE Ratio to adjust for changing economic conditions.
13F-Rebalancing-Portfolio
Using SEC 13F Filings to Rebalance Portfolio
GAN-Based-Market-Simulation
Using GANs to generate synthetic stock price and market data.
2023QuantInternships
Public quant internship repository, maintained by NUFT but available for everyone.
Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
best-execution
Application of reinforcement learning to the development of execution algorithms in the field of finance. These algorithms break CARE orders into CHILD orders and exectute them in the market.
ChaosGPT
the autonomous implementation of ChatGPT is being touted as "empowering GPT
ChatGPT-Applications
Applications of ChatGPT and Future of AI
client_python
A python library to send data to Arize AI!
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
DALL-E
PyTorch package for the discrete VAE used for DALL·E.
deephedging
Implementation of the vanilla Deep Hedging engine
Evaluating-the-Random-Walk-Hypothesis-with-Adversarial-Networks
Using adversarial networks to evaluate the random walk hypothesis for stock price modeling. Instead of using a generator agent, we simulate stock prices according to the random walk model and GBM.
faceswap
Deepfakes Software For All
fingan
The implementation of "modeling financial time-series with generative adversarial networks"
MLFlow-Classification
Model Hyperparameter Tuning w/ MLFlow
python-sdk
Best in class web3 SDK for Python 3.7+
Resume
LaTeX Resume
stat-arb-bybit
Up-to-date code for Stat Arb bybit
TimeGAN
Codebase for Time-series Generative Adversarial Networks (TimeGAN) - NeurIPS 2019
UsTaxes
Tax filing web application
VaRGAN
Building Value at Risk (VaR) models using GAN-based simulations of stock price paths