chunyfong Goto Github PK

1d-cnn

Notebooks to introduce and understand 1D-CNNs.

ai-with-code

AI学习过程中的实操代码

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

automation

My automation setup for all the boring office task

bigbookofr

The biggest collection of R books (and maybe later some other resources too)

cantoseg

Cantonese segmentation tool 粵語分詞工具

citypop

Citypop 4 life

code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

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

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

geneticalgorithmswithpython

source code from the book Genetic Algorithms with Python by Clinton Sheppard

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

kaggle-web-traffic

1st place solution

keras-regression-model

A Regression Model using Deep Learning Keras Library

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.

mlstm-fcn

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

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

multi-class-text-classification-cnn-rnn

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

multi-label-text-classification

Kaggle Toxic Comments Challenge

multivariate_timeseries_classification

Binary classification of multivariate time series data using LSTM and XGBoost