Molei Qin's Projects
ABIDES: Agent-Based Interactive Discrete Event Simulation
Generating sets of formulaic alpha (predictive) stock factors via reinforcement learning.
PyTorch Implementation of Distributed Prioritized Experience Replay(Ape-X)
GitHub's code repository is all you need
a collection of cv and resume styles
Microsoft Azure Traces
⏳ ChatLog: Recording and Analysing ChatGPT Across Time
Template & code for the Continual Learning EValuation Assessment (CLEVA) Compass
Python libraries for Google Colaboratory
Example competitions for the CodaLab project.
The Cradle framework is a first attempt at General Computer Control (GCC). Cradle supports agents to ace any computer task by enabling strong reasoning abilities, self-improvment, and skill curation, in a standardized general environment with minimal requirements.
:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
End-to-End Object Detection with Transformers
Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We'll soon release the trained model.
FinRL: The first open-source project for financial reinforcement learning. Please star. 🔥
Fintech literature, including journal, conference, book and useful links
PyTorch implementation of FQF, IQN and QR-DQN.
A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
A high-frequency trading and market-making backtesting tool accounts for limit orders, queue positions, and latencies, utilizing full tick data for trades and order books.
Implementation of the paper Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation - https://arxiv.org/pdf/1604.06057.pdf