jonny536486040 Goto Github PK

a-deep-learning-based-illegal-insider-trading-detection-and-prediction-technique-in-stock-market

Illegal insider trading of stocks is based on releasing non-public information (e.g., new product launch, quarterly financial report, acquisition or merger plan) before the information is made public. Detecting illegal insider trading is difficult due to the complex, nonlinear, and non-stationary nature of the stock market. In this work, we present an approach that detects and predicts illegal insider trading proactively from large heterogeneous sources of structured and unstructured data using a deep-learning based approach combined with discrete signal processing on the time series data. In addition, we use a tree-based approach that visualizes events and actions to aid analysts in their understanding of large amounts of unstructured data. Using existing data, we have discovered that our approach has a good success rate in detecting illegal insider trading patterns. My research paper (IEEE Big Data 2018) on this can be found here: https://arxiv.org/pdf/1807.00939.pdf

amibrokerpython

Amibroker Plugin DLL that embeds the Python 3.4 interpreter for use within Amibroker.

analytics_vidhya

Codes related to activities on AV including articles, hackathons and discussions.

ansi-econsole

Eclipse plugin that understands ANSI escape sequences to color the Eclipse console output.

autoencoder-for-ohlc-chart-pattern-recognition-

Using Keras to train an convol-autoencoder that reads FX OHLC charts

autoit-scripts

All of my AutoIT Scripts

backtrader

Python Backtesting library for trading strategies

blogs

concat_dataset

deap

Distributed Evolutionary Algorithms in Python

deepevolve

Rapid hyperparameter discovery for neural nets using genetic algorithms

deeplearningimplementations

Implementation of recent Deep Learning papers

devilyuan

DevilYuan可视化股票量化系统，支持选股，历史数据自动下载，策略回测及参数优化，实盘交易和常用的统计功能

dlib

A toolkit for making real world machine learning and data analysis applications in C++

examples-of-web-crawlers

python有趣的爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、豆瓣、QQ等网站。

feature-engineering-and-feature-selection

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

finplot

Performant and effortless finance plotting for Python

force-directed-layout-algorithms

Force directed layout algorithms for Python

genetic-algorithm-rnn

Using Genetic Algorithms to optimize Recurrent Neural Network's Configuration

gin_unit_test

A demo about the unit test of gin-gonic/gin

go-echarts

ECharts server written by Golang

gobacktest

event-driven backtesting framework written in golang

gota

Gota: DataFrames and data wrangling in Go (Golang)

hdf5examples

HDF5 Example Codes in Python

how-to-check-if-time-series-data-is-stationary-with-python

How to Check if Time Series Data is Stationary with Python

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

hyperopt-sklearn

Hyper-parameter optimization for sklearn

hyperparameter-optimization

Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms

japonicus

Genetic Algorithm for Gekko Trading Bot.

jonny536486040.github.io