Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: forcasting

abduallheid/Vitruvius-Construction-works-App

vitruvius is a wep app manage construction works

Language: JavaScript - Size: 37.6 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 1 - Forks: 1

Nessrin1990/Sales-Forecasting-with-Machine-Learning

Sales Forecasting with Machine Learning

Language: Jupyter Notebook - Size: 1.05 MB - Last synced: 20 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

ebenezerbediam89/Ms.c_projects_portfolio-

This portfolio brings together all the major projects I carried out during my training at the National Advanced School Of Engineering of Yaoundé.

Language: GAMS - Size: 431 KB - Last synced: 27 days ago - Pushed: 28 days ago - Stars: 0 - Forks: 0

Rakhi-TS22/Walmart-Sale-forecast

Walmart, a multinational retail corporation, faces challenges in managing its inventory effectively, leading to issues aligning product supply with varying consumer demand.

Language: Jupyter Notebook - Size: 828 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

Yairz1/AutoEncoder

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

Language: Python - Size: 141 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 3 - Forks: 0

Sama-Amr/Insurance-Prediction-Model

A Regression project aiming to forecast the expenses of individuals within an insurance company where we could then decide whether to charge them a premium package or not.

Size: 2.66 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

ellelenlee/data-mining

data mining and machine learning coursework projects

Language: R - Size: 148 KB - Last synced: 2 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

hamza-hadj-aissa/APMLV

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

Language: Python - Size: 18.1 MB - Last synced: 2 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

michelhaj/stock_price_prediction_one_day_in_the_future

This project focuses on the prediction of the closing price of stocks based on the closing prices of the past 60 trading days usin deep learning and lstm neural networks

Language: Jupyter Notebook - Size: 1.05 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

Code-str8/Time_Series_Forecasting

Developing a model that effectively forecasts the unit sales of numerous items across various Favorita stores with precision.

Language: Jupyter Notebook - Size: 711 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

HEMANGANI/Enrollment-Forecast

This project implements a machine learning forecast model using XGBoost to predict headcount based on historical data. The model preprocesses the data, trains on the training set, and generates predictions for the test set.

Language: Jupyter Notebook - Size: 1.6 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

Vikram-Choudhary/Geolocation-weather

Geo-location based weather site in REACT JS

Language: JavaScript - Size: 9.25 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 1

vijayasaravana/Customer_Sales_Analysis_dashboard

Power BI

Size: 2.83 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

nqbinhcs/AI4VN2022-Air-Quality-Forecasting-Challenge

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

Language: Python - Size: 84 MB - Last synced: 4 months ago - Pushed: 11 months ago - Stars: 32 - Forks: 2

superkailang/WPP2012

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

Language: Python - Size: 7.92 MB - Last synced: 4 months ago - Pushed: about 4 years ago - Stars: 21 - Forks: 4

t0mer/py-weatheril

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

Language: Python - Size: 1.18 MB - Last synced: 21 days ago - Pushed: 3 months ago - Stars: 10 - Forks: 5

ArpitaSatsangi/Time-Series-Forecasting-for-Energy-Consumption

A Time Series Approach for Predicting Hourly Consumption Using XGBoost. This project explores patterns in energy consumption through feature-rich time series forecasting, providing accurate predictions and insights.

Language: Jupyter Notebook - Size: 2.05 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

olcaykoyuturk/California-Housing-Price-Prediction

Bu proje, California'da bulunan ev fiyatlarını tahmin etmek amacıyla geliştirilmiştir. Veri bilimi ve makine öğrenimi yöntemleri kullanılarak oluşturulan bu projenin detayları aşağıda yer almaktadır. 🚀

Language: Jupyter Notebook - Size: 574 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

soheshdoshi/ForcastModel

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

Language: Python - Size: 10.7 KB - Last synced: 6 months ago - Pushed: about 6 years ago - Stars: 2 - Forks: 0

AsifMahsud/pakOrbit

Weather forcast application using 7times api

Language: JavaScript - Size: 199 KB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 6 - Forks: 0

shadril238/ABC2023-WearingOffChallenge

ABC2023-WearingOffChallenge

Language: Jupyter Notebook - Size: 9.93 MB - Last synced: 4 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 0

AmirFARES/Store-Sales-Forecasting

Sales forecasting for grocery stores using time series analysis and machine learning.

Language: Jupyter Notebook - Size: 964 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

guowilling/SRClimate

Concise style weather forecasting.

Language: Objective-C - Size: 6.34 MB - Last synced: 8 months ago - Pushed: over 4 years ago - Stars: 64 - Forks: 19

30lm32/ml-time-series-analysis-sarimax

Building different models for non-seasonal and seasonal approaches by using ARIMA and SARIMAX in statsmodels package, respectively.

Language: Jupyter Notebook - Size: 2.12 MB - Last synced: 8 months ago - Pushed: over 5 years ago - Stars: 2 - Forks: 2

rakesh-yadav/PyTorch-RNN-Tutorial

PyTorch tutorial for using RNN and Encoder-Decoder RNN for time series forecasting

Language: Jupyter Notebook - Size: 2 MB - Last synced: 8 months ago - Pushed: over 1 year ago - Stars: 19 - Forks: 2

timlynar/Containerized-Forecasting-Workflow

Scripts to build and run WRF and WPS in docker

Language: Python - Size: 64.5 KB - Last synced: 8 months ago - Pushed: over 6 years ago - Stars: 9 - Forks: 2

SyncfusionExamples/How-to-create-dotted-forecast-linechart-in-.NET-MAUI-Cartesian-chart

This repository has a sample that shows how to create a dotted forecasting line chart in .Net MAUI.

Language: C# - Size: 386 KB - Last synced: about 2 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 1

EconMaett/WEIext

Extension of the U.S. Weekly Economic Index (WEI)

Language: R - Size: 4.31 MB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

TMQ5/Business-Analytics-Nanodegree-Program

The BAND Program is a course that helps to learn how to analyze and visualize data using Excel and Tableau to help the organization in solving their problems.

Size: 4.08 MB - Last synced: 9 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

Abir0810/price_actual_value_predicted_value_using_forcasting

Language: Python - Size: 1000 Bytes - Last synced: 9 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

Himanshukrprasad/Weather_2-0github.io

Weather.App

Language: JavaScript - Size: 2.93 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

AdolfoSalinas/ExponentialTripleSmoothingForecast_Excel

Supply side forecast used for labor planning in multiple locations. This tool was deployed to a production environment.

Size: 3.72 MB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

leonz12345/2020_Duke_Datathon_Winner_Submission Fork of MTang0728/Duke_Datathon_2020

Repo for the winning submission of 2020 Duke Datathon. Performed inference and predictive modeling and forecasting on the economic impact of COVID-19 for different countries.

Size: 1.64 MB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

amalsalilan/Bias_corrected_temerature_forcasting

This was the problem description for our Smart Indian Hackathon entry, but we were unable to compete in the final due to semester exams.

Size: 616 KB - Last synced: 10 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

DayoSamuel/An-Interactive-Dashboard-Design-for-Analyzing-the-Unemployment-Situation-Among-European-Countries

An Interactive Dashboard Design for Analyzing the Unemployment Situation Among European Countries

Size: 258 KB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

DayoSamuel/A-Statistical-Approach-to-Understanding-the-Unemployment-Situation-Among-European-Countries-from-the

A Statistical Approach to Understanding the Unemployment Situation Among European Countries from the Reformation and Development Perspective

Language: R - Size: 56.6 KB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

VaibhavDongre1311/End_to_end_oil_price_Forcasting_project

Business Problem: Oil price may fluctuate time to time based on more factors technical economical and natural as well as political so the forecasting may not be influenced by these some unexpected scenarios like Geopolitical issues (e.g.: War and Oil price Cap).

Language: Jupyter Notebook - Size: 6.32 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

geehaad/Time-Series_Different-models

understand Time series forecasting with different models in python, and fine tune the hyper-parameters to get the least possible error.

Language: Jupyter Notebook - Size: 7.93 MB - Last synced: 11 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

SoufiyaneOuali/COVID-19-Predictions

study COVID-19 outbreak with the help of some basic visualizations techniques , Perform predictions and Time Series forecasting in order to study the impact and spread of the COVID-19 in comming days.

Language: Jupyter Notebook - Size: 876 KB - Last synced: 4 months ago - Pushed: 12 months ago - Stars: 1 - Forks: 0

MahdiNavaei/Forcast-Forex-With-Deep-Learning-Models

Language: Jupyter Notebook - Size: 1.38 MB - Last synced: 11 months ago - Pushed: about 1 year ago - Stars: 8 - Forks: 2

ShubhamMore4/Project-Stock_Price_Prediction

Predict the apple stock market price for next 30 days. There are Open, High, Low and Close price has been given for each day starting from 2012 to 2019 for Apple stock.

Language: Jupyter Notebook - Size: 581 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

Abdelrhman-Sadek/Covid19-Forecast

Analysis of the covid-19 pandemic with forcasting the deaths in the next 30 days

Language: Jupyter Notebook - Size: 1.92 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

Abdelrhman-Sadek/Store-chain-Analysis-and-Forecasting

Language: Jupyter Notebook - Size: 1.77 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

ahammadmejbah/Petrol-Price-Forecasting-With-LSTM-ARIMA-and-AutoML

Create a price forecast using the most effective model available according to your preferences. Check for any extreme values or values that are missing.

Language: Jupyter Notebook - Size: 969 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

MahdiNavaei/Forcast-euro-yen

Language: Jupyter Notebook - Size: 460 KB - Last synced: 11 months ago - Pushed: about 1 year ago - Stars: 9 - Forks: 0

ManuOtel/LSTM-RAS-Forecasting

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

Language: Python - Size: 98.8 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

fares-ds/Predicting-the-closing-stock-price-of-APPLE-using-LSTM

In this project we will be looking at data from the stock market, particularly some technology stocks. We will learn how to use pandas to get stock information, visualize different aspects of it, and finally we will look at a few ways of analyzing the risk of a stock, based on its previous performance history.

Language: Jupyter Notebook - Size: 5.26 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 12 - Forks: 5

csoren66/Time-Series-Forecasting

Develop LSTM Models For Univariate Time Series Forecasting

Language: Jupyter Notebook - Size: 15.6 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

dnyanshwalwadkar/Weather-Forcasting-Time-Series-Data

Time series forecasting is the process of analyzing time series data using statistics and modeling to make predictions and inform strategic decision-making. We are using Tensor-Flow to analyse weather periodic data contains 14 different features such as air temperature, atmospheric pressure, and humidity. we tried 5 differet models to analyse and forcast time series data of weather.

Language: Jupyter Notebook - Size: 938 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

Polaris000/EarthquakeForecasting

A simple approach to earthquake forecasting

Language: Jupyter Notebook - Size: 1.76 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 5 - Forks: 0

xg86/Time-Series-Forecasting-with-ARIMA-and-LSTM Fork of mborysiak/Time-Series-Forecasting-with-ARIMA-and-LSTM

Size: 1.26 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

ulkudilemre/Forecast-of-production-with-agricultural-data-of-Turkish-provinces

Bu projede TUİK ve Konya Belediye Açık Veri Platformundan alınan verilerle yapılmış 3 ayrı çalışma bulunmaktadır.

Language: Jupyter Notebook - Size: 22.4 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

iflis7/forcaster

Algorithmic forecasting of energy consumption

Language: Python - Size: 3.18 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

ADS-506-Time-Series-Project/ADS-506-Final-Project

Forecasting Retail Store Weekly Sales to Increase Future Sales and Account for Seasonality

Size: 6.33 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

SeyedMuhammadHosseinMousavi/Forecasting-SARS-CoV-2-Next-Wave-in-Iran-and-the-World-Using-TSK-Fuzzy-Neural-Networks

Forecasting SARS-CoV-2 Next Wave in Iran and the World Using TSK Fuzzy Neural Networks

Language: MATLAB - Size: 1.11 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 3 - Forks: 0

AbdelTID/DA_Submission02

Times Series Analysis : Big pharma Stock Demand forcast with python

Language: Jupyter Notebook - Size: 23.1 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Abhilashayagyaseni/Forcasting-model-in-excel

3 year prediction on time-related data

Size: 39.1 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

onedayxzn/gold-prices-forecasting-TimeSeries-

Task Of Domain Data Science (Orbit Future Academy)

Language: Jupyter Notebook - Size: 600 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

asahium/pogrom

Language: Jupyter Notebook - Size: 57.4 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

jgroth1/Project_1_Coffee_Price_Predictors

Description of The coffee market and Arabica commodity price forecasting

Language: Jupyter Notebook - Size: 19.9 MB - Last synced: over 1 year ago - Pushed: almost 6 years ago - Stars: 4 - Forks: 7

Kulshre142/E-Commerce-Food-Product-Sales-Forcasting-System

This repository holds the project Food Products Sales Forecasting which includes data preparation, data visualization, and forecasting for sales of food products.

Language: HTML - Size: 11.3 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

WithDD97/Food-Demand-Forcasting

Predict the number of orders for the next Week in a restaurant.

Language: Jupyter Notebook - Size: 8.29 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

nabeelbassam/Stock-market-forecasting

Time-Series Forecasting: Predicting Stock Prices Using Xgboost

Language: Jupyter Notebook - Size: 490 KB - Last synced: about 2 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

z76316/CubePerturbMCF

AAAI 2021: A Multi-step-ahead Markov Conditional Forward Model with Cube Perturbations for Extreme Weather Forecasting

Language: Jupyter Notebook - Size: 155 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

MIchelAshraf/Climate-change-prediction

Climate change prediction on Delhi weather data using time series analysis

Language: Jupyter Notebook - Size: 629 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

Scientialibera/RScriptsandStuff

Programs showcasing popular machine learning algorithms and data engineering processes as well as quantitative finance modelling.

Language: R - Size: 142 KB - Last synced: 12 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

mriosrivas/Forcasting

Example of a naive forcasting.

Language: Jupyter Notebook - Size: 331 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

dnyanshwalwadkar/Employee-Salary-Prediction-with-Regression-Algorithm

Regression analysis is a reliable method of identifying which variables have impact on a topic of interest. The process of performing a regression allows you to confidently determine which factors matter most, which factors can be ignored, and how these factors influence each other. We are using salary data having 4 attributes to predict salaries. We are having very less data so we are building different regression models to get good results

Language: Jupyter Notebook - Size: 596 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

hsoleymani/Random-walk-App

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.

Language: Python - Size: 29.3 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

krishnaaxo/Finance-Forcasting-Dashboard

Language: Python - Size: 13.7 MB - Last synced: about 2 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 1

kamalmukhalalaty/Covid-19-Cases-Time-Series-Forecasting

Time-series forecasting on NY State’s Covid-19 data using ARIMA and its variants

Language: Jupyter Notebook - Size: 11.1 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 1

himeag/Business-Algorithms

University of Utah—MKTG 6600: Business Algorithms | Taken: Fall 2020

Language: HTML - Size: 3.93 MB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 1

padthai-sketch/Yen-Currency-Forecasting

Using Time-Series Forecasting and Linear Regression Modeling to predict future movements of the Japanese yen versus the U.S. dollar.

Language: Jupyter Notebook - Size: 793 KB - Last synced: 2 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

ks-manu/ml-speculator

Proof of Concept: Using Machine Learning and Neural Networks to forecast changes in value of investment instruments

Language: JavaScript - Size: 11.7 KB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

Crris/SaturdaysAI-LATAM_AIreySalud_2020

Proyecto AIreySalud. Machine Learning aplicado a calidad del aire. CDMX. SaturdaysAI-LATAM 2020

Language: Jupyter Notebook - Size: 144 MB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 2

shakibyzn/London-bike-sharing-time-series-analysis

Multivariate time series analysis on london bike sharing dataset

Language: Jupyter Notebook - Size: 643 KB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 1

krishnakalyan3/zindi-AirQo

Language: Jupyter Notebook - Size: 4.32 MB - Last synced: about 1 month ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

winson121/Moon_Hackaton_UN

private repository on our hackaton project

Language: Jupyter Notebook - Size: 15 MB - Last synced: over 1 year ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0

dipcode-software/wordpress-plugin-ipma-weather-widget

WordPress plugin providing a widget to display real-time forecast for any location in Portugal (mainland and archipelagos) in a WordPress website

Language: PHP - Size: 187 KB - Last synced: about 1 month ago - Pushed: over 4 years ago - Stars: 4 - Forks: 1

WGierke/informatiCup2018

Predicting the optimal strategy for fueling for a given route

Language: Jupyter Notebook - Size: 17.3 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 1

theainerd/Time-Series-Prediction

:chart_with_upwards_trend: :bar_chart: I will try different time series prediction methods and compare there performance.

Size: 0 Bytes - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

Related Keywords
forcasting 81 machine-learning 20 python 18 time-series 17 time-series-analysis 11 data-science 9 deep-learning 8 weather 7 arima-forecasting 6 lstm 6 prediction 6 covid-19 5 data-analysis 5 data-visualization 5 python3 4 arima-model 4 data 4 timeseries-analysis 4 lstm-neural-networks 4 visualization 3 machinelearning 3 arima 3 pytorch 3 sarimax 3 fbprophet 3 weather-forecast 3 analysis 3 excel 3 prophet-model 3 rnn 3 timeseries-forecasting 3 sarima-model 2 gru 2 time-series-prediction 2 weather-api 2 stock 2 stock-market 2 financial-analysis 2 pandas 2 xgboost 2 scikit-learn 2 regression 2 webapp 2 xgboost-algorithm 2 weather-app 2 air-quality 2 deeplearning 2 machine-learning-algorithms 2 tensorflow 2 powerbi 2 ai 2 r 2 statistics 1 spatio-temporal-analysis 1 sequential-data 1 agriculture 1 yahoo-finance 1 classification 1 multilabel-classification 1 earthquake-data 1 yahoo-finance-api 1 regression-models 1 ras 1 lvm 1 exploratory-data-visualizations 1 insights 1 correlation-analysis 1 hypothesis-testing 1 multiple-linear-regression 1 simplelinearregression 1 exponential-smoothing 1 holt-winters-forecasting 1 lstm-model 1 cnn 1 facebook-prophet 1 fine-tuning 1 forex 1 nuralnetwork 1 acf 1 decomposition 1 pacf 1 sarimax-model 1 seasonality 1 stationarity 1 time-series-components 1 autokeras 1 automl 1 data-science-projects 1 project 1 forex-market 1 penalized-regression 1 stp 1 support-vector-machines 1 word-embeddings 1 currency 1 yen 1 forex-trading 1 speculation 1 trading 1 trading-bot 1