quarktim's Projects
Code for paper "Enhancing Stock Movement Prediction with Adversarial Training" IJCAI 2019
Aircraft design optimization made fast through modern automatic differentiation. Composable analysis tools for aerodynamics, propulsion, structures, trajectory design, and much more.
Roadmap to becoming an Artificial Intelligence Expert in 2022
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
A programming framework for agentic AI. Join our Discord: https://discord.gg/pAbnFJrkgZ
Papers about explainability of GNNs
A curated list of awesome Python frameworks, libraries, software and resources
书籍配套代码
We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.
Official code for CVPR2022 paper: Depth-Aware Generative Adversarial Network for Talking Head Video Generation
A library for scientific machine learning and physics-informed learning
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
FMZ backtest engine python package
零成本快速打造你自己专属的多用户量化交易平台
quantitative trading with Javascript, Python, C++, Blockly, MyLanguage(麦语言)
bt - flexible backtesting for Python
MACH: MDO of Aircraft Configurations with High fidelity
OpenMDAO repository.
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
CS7641 Team project
Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.
Papers for AI + quantitative investment
Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Trading, RSI, Bollinger Bands, Parabolic SAR, Dual Thrust, Awesome, MACD
Config files for my GitHub profile.
SCRUB is a platform for orchestration and aggregation of static code analysis tools.
A Data Science pipeline for Algorithmic Trading: A comparative study in applications to Finance and cryptoeconomics
An up-to-date list of time-series related papers in AI venues.