Pinned Repositories
100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
448Project
High Frequency Trading
Analytics_Vidhya
Codes related to activities on AV including articles, hackathons and discussions.
Artificial-Intelligence-on-Ascending-Triangle-Pattern-of-Stock-Markets
It's an UROP in HKUST
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
financial-machine-learning
A curated list of practical financial machine learning (FinML) tools and applications in Python.
Financial-Time-Series_Analysis
HFT_Bitcoin
Analysis of High Frequency Trading on Bitcoin exchanges
kPCA-in-high-frequency-trading
• Partition trading time series data into 30 minutes intervals by picking the mean transaction price and volumes in each interval and compute the log-return (aka ’U sequence’) and write it into a corresponding csv file: JNJ_1004_1015_2010_HFT_30min_.csv • Visualize the high frequency data with PCA by using 2 or 3 PCs: you need to calculate the variance explained ratios for your visualization. • Identify outliers in your PCA analysis • Visualize it by using KPCA and compare its results with those of PCA (you need to at least try two kernels)
Machine-learning-for-financial-market-prediction
Machine Learning for Financial Market Prediction
zxlwrz's Repositories
zxlwrz/Financial-Time-Series_Analysis
zxlwrz/SGX-Full-OrderBook-Tick-Data-Trading-Strategy
Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.
zxlwrz/Stock-Marke-Prediction
AI (NN) - Simple deep neural network implemented using Tensorflow for predicting the closing price of S&P 500 market index based on other global markets.
zxlwrz/Stock-Trend-and-Business-Strategy-
zxlwrz/StockPatterns
Stock Market Pattern Recognition
zxlwrz/TensorFlow-Tutorials-for-Time-Series
zxlwrz/AIND-Recurrent-Neural-Network
RNN for Time-Series Stock Prediction and Text Generation
zxlwrz/back-garden
My blog
zxlwrz/canslimTechnical
Stock pattern recognition of cup and handle patterns
zxlwrz/cl
zxlwrz/Data-Science
My notes pertaining to python programming, data analysis and visualization
zxlwrz/deepstock
Technical experimentations to beat the stock market using deep learning :chart_with_upwards_trend:
zxlwrz/gpstocks
Using Genetic Programming for Securities Analysis
zxlwrz/K-Nearest-Neighbors-with-Dynamic-Time-Warping
Python implementation of KNN and DTW classification algorithm
zxlwrz/shiny-ob-analytics
obAnalytics - microstructure visualisation with shiny
zxlwrz/StockPatternRecognition
NYU DS-GA-1003 Machine Learning Final Project
zxlwrz/Tensorflow-for-stock-prediction
Use Tensorflow to run CNN for predict stock movement. Hope to find out which pattern will follow the price rising.
zxlwrz/tensorflow-seq2seq-tutorials
Dynamic seq2seq in TensorFlow, step by step
zxlwrz/Udemy-notes
My udemy notebooks
zxlwrz/unsupervised-stock-features
My final project for Professor Gu's Mathematics of Big Data class, Fall 2016 Harvey Mudd College.
zxlwrz/xxi.github.io
zxlwrz/zhouxixi