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[ICCV 2019] Monocular depth estimation from a single image
FinRobot: An Open-Source AI Agent Platform for Financial Analysis using LLMs 🚀 🚀 🚀
Unified Training of Universal Time Series Forecasting Transformers
This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess finan…
Library for fitting the LPPLS model to data.
Julia and Python complex system applications in ecology, epidemiology, sociology, economics & finance; network science models including Bianconi-Barabási, Barabási-Albert, Watts-Strogatz, Waxman Mo…
$D^2$SLAM: Decentralized and Distributed Collaborative Visual-inertial SLAM System for Aerial Swarm
StockFormer: A Swing Trading Strategy Based on STL Decomposition and Self-Attention Networks
[WWW'2024] "FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model"
This repository includes an introduction to statistical arbitrage pairs trading. Specifically, I discuss some of the research methods required in order to find a successful pair as well as the code…
This repository stores the implementation of the paper "DETECTING DATA-DRIVEN ROBUST STATISTICAL ARBITRAGE STRATEGIES WITH DEEP NEURAL NETWORKS"
Exploring economic and market regime forecasting using machine learning techniques and the CRISP-DM framework.
This repository hosts the code for the FKAN model, proposed in our IEEE ICASSP paper "Implicit Neural Representations with Fourier Kolmogorov-Arnold Networks".
Convex optimization over a probability simplex
Framework for the dynamic optimization of financial portfolio that employs the neural network with stochastic weights and Bayesian inference
Inspired Copula-Based Trading of Cointegrated Cryptocurrency Pairs by Masood Tadi, Jiří Witzany, I developed a dynamic spread trading strategy using Gumbel Copulas in Python. The purpose was to cre…
The NASA STELLA-Q2 can make 18 different measurements from violet/blue portions of the electromagnetic spectrum out to near infrared regions (beyond our range of vision). STELLA instruments are por…
Reinforcement Learning application on Ornstein–Uhlenbeck process in Pair Trading
Repository of Pairs Trading Study
Analysis of different RL stock trading agents