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jingmouren's Projects

sre icon sre

Sequential Random Embedding for High-Dimensional Derivative-Free Optimization

srs2021 icon srs2021

A Data Science pipeline for Algorithmic Trading: A comparative study in applications to Finance and cryptoeconomics

ssd icon ssd

SSD: A Unified Framework for Self-Supervised Outlier Detection [ICLR 2021]

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A Survey on Self-Supervised Learning

star-clustering icon star-clustering

A clustering algorithm that automatically determines the number of clusters and works without hyperparameter fine-tuning.

starquant icon starquant

a light-weighted, integrated trading/backtesting system/platform(综合量化交易回测系统/平台)

startquant icon startquant

本仓库为公众号FinHack炼金术《从零开始卷量化》系列文章示例代码,带你零基础入门量化交易!

stemgnn icon stemgnn

Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting

stg icon stg

Python/R library for feature selection in neural nets. ("Feature selection using Stochastic Gates", ICML 2020)

stock-bot icon stock-bot

A script that can allow you to design your own stock trading algorithm in an attempt to beat the market.

stock-embeddings icon stock-embeddings

Code relating to the paper - Stock Embeddings: Learning Distributed Representations for Financial Assets

stock-market-prediction icon stock-market-prediction

Here we import S&P500 companies' data and apply ML techniques to predict whether to hold/buy/sell certain stocks

stock-prediction-models icon stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting, included trading bots and simulations

stock-predictor-lstm icon stock-predictor-lstm

This project is a working Stock Price predictor . The user can give it any company's stock from any Index like NASDAQ, NSE,etc. It can be used on any type of market like Stock(Equity), FX (Currency Exchange), FNO (Futures n Options), etc. Be careful to change the READ_CSV line according to your Dataset and add columns if not added but removing "USE_COLS"and replacing it with a list of names of your columns like LIST=["Date","Time","Open", "High"...and so on] as"NAMES=LIST". I am open to changes and suggestions. If there is a query kindly add it in the issues section, I will try my best to help you.Stock traders mainly use three indicators for prediction: OHLC average (average of Open, High, Low and Closing Prices), HLC average (average of High, Low and Closing Prices) and Closing price, In this project, OHLC average has been used.

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