Chunyfong

Automation

My automation setup for all the boring office task

open_source_demos

A collection of demos showcasing automated feature engineering and machine learning in diverse use cases

cryptocurrency-derivatives-pricing-and-delta-neutral-volatility-trading

This project is to download and analyze cryptocurrency option data available on Deribit via a public API. Data are collected on an Ubuntu remote server with the implementation of Python3, Shell and SQLite and are then analyzed locally with Python3.

deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

keras-regression-model

A Regression Model using Deep Learning Keras Library

Predictive-Maintenance-Workflow

RUL-prediction-using-attention-based-deep-learning-approach

assets

Storage

astsa

R package to accompany Time Series Analysis and Its Applications: With R Examples -and- Time Series: A Data Analysis Approach Using R

citypop

Citypop 4 life

DeepLearningForTSF

深度学习以进行时间序列预测

devops-project-samples

For Azure ML Deployment Testing

dialogflow_AI

Prototype of connecting Azure Open AI as backend to Dialogflow CX / front end

fraud-detection-handbook

Machine Learning for Credit Card Fraud Detection - Practical Handbook

Hands-On-Artificial-Intelligence-for-IoT

Hands-On Artificial Intelligence for IoT, published by Packt

Hands-On-Time-Series-Analysis-with-R

Hands-On-Time-Series-Analysis-with-R

infiniteremixer

Create infinite remixes intelligently patching together groups of songs

machine_failure

MachineLearningNote

mean_reversion_strategies

Here I go through the processing of prototyping a mean reversion trading strategy using statistical concepts, then test it in backtrader.

Modeling_the_VIX_with_LSTM

Various multivariate, multistep LSTM models using SPX options data to forecast the CBOE VIX to improve future market volatility forecasts. Monte Carlo simulation and Facebook Prophet forecasts included for comparison.

MPST-Movie-Plot-Synopsis

A dataset of movie plot synopses with story related tags

parsing_ikea_il

Parsing data from www.ikea.co.il by Selenium and Luigi pipeline

predict-churn-py

Predict Customer Churn in Python

Predictive-Maintenance-Practice

This is a Machine Learning Practice Case of Predictive Maintenance by Python with NASA's Turbofan Engine Degradation Simulation Data Set.

pycantonese

Cantonese Linguistics and NLP in Python

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Stock-market-forecasting

Forecasting directional movements of stock prices for intraday trading using LSTM and random forest

taskmanager

Draw bitmaps on a windows 10 task manager!

Tensorflow-Tutorial

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学