Anthony Givans's repositories
CEEMDAN-and-LSTM-CNN-CBAM
This repo holds the implementation the paper 'Forecasting gold price using a novel hybrid model with ICEEMDAN and LSTM-CNN-CBAM', by Yanhui Liang, Yu Lin, and Qin Lu.
net_builder
The idea is to create a simplified process for defining a neural network, in pytorch, without having to create a class
systematic_strategies
This repository holds of the code of various systematic trading strategies, or research projects that I have done and will continue to do
100-pandas-puzzles
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
deeplearning
This repo will hold the code for my deep learning projects and research
Quant-Portfolio-Tool
The idea behind this project is to create a self-sustaining framework for managing and iterating on new and existing quant strategies that will make up our portfolio
alpha_builder
test code for prototyping scalable alpha generation and aggregation classes
BlogApp-Improved
In this project, I examine whether the MPT is still applicable today and if it can outperform a buy and hold, stock-based, equal-weighted portfolio. I show that the MPT portfolio, based on the Efficient Frontier, consistently outperforms the equal-weighted portfolio and the S&P500, no matter the inputs.
CSC322-GitLab
Repo for my systems programming class
data_structures
This repository will store my efforts to self-learn data structures and algorithms in Python, C++, and Java. I will start with Python, then move over to the other languages
Dual-Cross-Attention
Official Pytorch implementation of Dual Cross-Attention for Medical Image Segmentation
givyboy.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
JMD-FX-Prediction
This repository holds the code that I used to try and predict the Jamaican Dollar versus its main trading currencies (USD, GBP, etc.). I scraped the data from the Bank of Jamaica's website (which they updated, sadly), so this code won't work anymore. I used a MultiLinear Regression to achieve my results.
numpy-100
100 numpy exercises (with solutions)
pandas-agg
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
pandas_exercises
Practice your pandas skills!
protobuf-test
Protocol Buffers - Google's data interchange format
quantum-ml
quantum ml
SGX-Full-OrderBook-Tick-Data-Trading-Strategy
Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.
Ten-lines-or-less
Python scripts that are short but useful or interesting
Trading-Interview-Questions
Guide on how to prepare for quant trading roles out of college