Sandy4321's starred repositories
quant-trading
Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Trading, RSI, Bollinger Bands, Parabolic SAR, Dual Thrust, Awesome, MACD
ydata-synthetic
Synthetic data generators for tabular and time-series data
UnifiedSKG
[EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models
htsprophet
Hierarchical Time Series Forecasting using Prophet
Hierarchical-SigCWGAN
Implementation of the [Hierarchical (Sig-Wasserstein) GAN] algorithm for large dimensional Time Series Generation: https://doi.org/10.3905/jfds.2022.1.109
MSR2023_MiningProject
Course project for Comp5117. We will be using the MSR 2023 dataset to complete the project and mine data from their dataset
Regime-Detection-ML
Regime Detection using Hidden Markov Models and Support Vector Machines.
anomaly-detection
Hierarchical time-series anomaly detection using FB's Prophet lib
adaptive-elastic-net
Adaptive Elastic-Net. Scikit-learn compatible.
DE4S_Model
Timeseries forecasting model capable of forecasting time-varying seasonal structures.
prophet_extension
Bayesian Hierarchical Time Series
MSR2023_MiningProject
Course project for Comp5117. We will be using the MSR 2023 dataset to complete the project and mine data from their dataset
end-to-end-sagemaker-mob
An end to end mobile price prediction model deployed using AWS SageMaker
Project-predict-future-sales
Hierarchical Time Series Forecasting & Reconciliation
icpm_emails_process_mining
Open code proposing a reproducible approach for mining business activities from emails for process analytics.
streaming-fraud-detection
A Flink application to detect fraudulent events from Kafka streams (clicks and displays streams in the context of digital advertising).