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Jeffson Miller's Projects

clairvoyant icon clairvoyant

Software designed to identify and monitor social/historical cues for short term stock movement

cnn-lstm_limit_order_book icon cnn-lstm_limit_order_book

This notebook contains an independently developed Keras/Tensorflow implementation of the CNN-LSTM model for Limit Order Book forecasting originally proposed by Zhang et al. (https://arxiv.org/pdf/1808.03668.pdf). The current implementation was adopted in the paper written by Briola et al. (https://arxiv.org/pdf/2007.07319.pdf).

crosssection icon crosssection

Code to accompany our paper Chen and Zimmermann (2020), "Open source cross-sectional asset pricing"

crypto-bars icon crypto-bars

Crawl cryptocurrency data and build bars in realtime

crypto-rl icon crypto-rl

Deep Reinforcement Learning toolkit: record and replay limit order book data & train a DDQN agent

crypto-trading-rl-environment icon crypto-trading-rl-environment

A Crypto-trading reinforcement learning that explores the potential of using RL agents on a trading environment with multiple markets.

crypto_forecasting icon crypto_forecasting

This is the code that I created for my Master's thesis, researching the influence that volatility has on the predicitve performance of time series forecasting models.

cryptocurrencytrader icon cryptocurrencytrader

A machine learning program in python to generate cryptocurrency trading strategies using machine learning. Sklearn and Tensorflow.

csdn-aqf icon csdn-aqf

本人CSDN中的量化金融分析AQF系列博客原代码

cursor icon cursor

An editor made for programming with AI 🤖

darts icon darts

A python library for easy manipulation and forecasting of time series.

decisiveml icon decisiveml

Machine learning end-to-end research and trade execution

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