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pair-trading-envs

Cryptocurrency Trading with Reinforcement Learning based on Backtrader

Language:PythonMIT1800

JobCenter

⌚️让添加执行计划任务变得更加优雅~ Flask-Apscheduler Job Center🌹

Language:PythonMIT21500

Multitask-Stockformer

A study on volume-price factor stock selection model based on wavelet transform and multitask self-attention network

Language:Jupyter Notebook2600

qlib

This forked repo additionally includes our DoubleAdapt (KDD'23) and MASTER (AAAI'24) for re-experiment.

Language:PythonMIT9100

DoubleAdapt

The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on the qlib package.

Language:Python7800

lightweight-charts

Performant financial charts built with HTML5 canvas

Language:TypeScriptApache-2.0888900

xLSTM

Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"

Language:PythonMIT8300

This is the official code and supplementary materials for our AAAI-2024 paper: MASTER: Market-Guided Stock Transformer for Stock Price Forecasting. MASTER is a stock transformer for stock price forecasting, which models the momentary and cross-time stock correlation and guide feature selection with market information.

Language:Python13500

IDM-VTON

IDM-VTON : Improving Diffusion Models for Authentic Virtual Try-on in the Wild

Language:Python325400

Real-Time-Stock-Market-Prediction-using-Ensemble-DL-and-Rainbow-DQN-1

MIT200

efficient-kan

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

Language:PythonMIT366900

Real-Time-Stock-Market-Prediction

Real-Time-Stock-Market-Prediction-using-Ensemble-DL-and-Rainbow-DQN

Language:Jupyter NotebookMIT300

open-parse

Improved file parsing for LLM’s

Language:PythonMIT219300

Deep-Signature-Transforms

Using signatures as layers in neural networks

Apache-2.0300

learn_sde

Language:Jupyter NotebookApache-2.0600

dva

Code release for "Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction" https://arxiv.org/abs/2309.00073

Language:PythonAGPL-3.07300

Stockformer

StockFormer: A Swing Trading Strategy Based on STL Decomposition and Self-Attention Networks

Language:Jupyter Notebook7500

pylon

Language:Python12000

stock-top-papers

Top paper collection for stock price prediction, quantitative trading. Covering top conferences and journals like KDD, WWW, CIKM, AAAI, IJCAI, ACL, EMNLP.

Apache-2.013200

ACEFormer

Language:Python5800

FinReport

[WWW'2024] "FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model"

Language:Jupyter NotebookMIT5300

mamba

Mamba SSM architecture

Language:PythonApache-2.01194700

qlib-pg-ext

qlib数据层backend支持pgsql数据库

Language:Python900

Qbot

[🔥updating ...] AI 自动量化交易机器人 AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant

Language:Jupyter NotebookMIT668200

FinTech-DPM

Language:Python2400

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

Language:PythonBSD-3-Clause821500

StockMixer

Official code implementation of AAAI 2024 paper "StockMixer: A Simple yet Strong MLP-based Architecture for Stock Price Forecasting".

Language:Python8200

pytorch_structure2vec

pytorch implementation of structure2vec (https://arxiv.org/abs/1603.05629)

Language:PythonMIT30300

STAEformer

[CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".

Language:Python10800

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