Scripts to build and run WRF and WPS in docker

NFV System Supporting Autoscaling of Bare-metal Resource

This Model is Base On Halt & Winter Algorithm.This Model is Forecast About Seasonal Data.

A combined LSTM and LightGBM framework for improving deterministic and probabilistic wind energy forecasting

An implementation of AE LSTM based. We test our architecture on several tasks as reconstructing synthetic time series, s&p 500 stocks, and forecasting s&p 500 stocks based on the decoded information (also known as latent space) features we extract from the AE

The random walk application receives a number of steps from the user and simulates a walk in a random direction with equal step sizes (one unit). Following each run, a histogram plots the distances from the origin for each run, and the expected value can be evaluated as the average distance approach a certain value.

forecasting time series Singapore PSI (pm2.5) 2016-2019

Algorithmic forecasting of energy consumption

This project aims to use LSTM for forecasting the total output of a RAS system based on the sequential input data.

Runner-up team (2nd place) in AI4VN2022: Air Quality Forcasting Challenge

APMLV ( i.e. Automated Prediction and Management of Logical Volumes ) is a project that leverages deep learning and automation to optimize the management of logical volumes resources

A plug and play framework for Temporal Fusion Transformer. Predict your future!

StockLLM: A Stock Analyzer with Comprehensive LLM Insights

This project explores the dynamics of online conversations on Reddit. By comment embeddings and clustering them into discrete states, we model the transitions between these states using higher-order Markov processes offering a clear picture of conversational flow and sentiment dynamics over time.

This project involves developing and testing a trading model designed to predict stock prices and evaluate trading strategies. The core of the project includes building and training a LSTM based model for time series forecasting in addition to a RL model, evaluating its performance, and visualizing the results.

weatheril is an unofficial [IMS](https://ims.gov.il) (Israel Meteorological Service) python API wrapper.