Ecosyste.ms: Repos

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

GitHub topics: rmse-score

Repositories

tgchacko/Walmart-Sales-Forecasting

Predicting Walmart Sales and Performing Exploratory Data Analysis

Language: Jupyter Notebook - Size: 6.41 MB - Last synced: 17 days ago - Pushed: 18 days ago - Stars: 0 - Forks: 0

KrishArul26/Air-Quality-Index-prediction_with_deployment

India is one of the countries with the highest air pollution country. Generally, air pollution is assessed by PM value or air quality index value. For my further analysis, I have selected PM-2.5 value to determine the air quality prediction and the India-Bangalore region. Also, the data was collected through web scraping with the help of Beautiful Soup.

Language: Jupyter Notebook - Size: 17 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 7 - Forks: 1

jahnvisikligar/Masters-Thesis

Improved the accuracy of Bitcoin stock price predictions on ARIMA model by reducing the seasonality factor. Achieved RMSE value of 68.99 after implementation of SARIMAX model to reduce seasonality.

Language: Jupyter Notebook - Size: 1.32 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

Foram224/Solar_generation

Predict solar generation data

Size: 758 KB - Last synced: about 2 months ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0

Honey28Git/Time-Series-Forecasting

Forecasting Wine Sales of Two Different types of Wine. After thorough Data Analysis, different models have been used and tested such as Exponential Smoothing Models, Regression, Naive Forecast, Simple Average, Moving Average. Stationarity of the data is checked. Automated Version of ARIMA/SARIMA Model built. Comparison of Models.

Language: Jupyter Notebook - Size: 4.3 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

ShaikRiyazSandy/Simple-Linear-Regression

Simple Linear Regression

Language: Jupyter Notebook - Size: 937 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

bhanu-kanamarlapudi/Covid_19-Michigan

Michigan Covid-19 prediction

Language: HTML - Size: 8.95 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

newsteps8/Air-Pollution-Forecast-Based-On-DL-and-ML-Models

This repository has been created for air pollution forecast in the coming hours in Beijing.

Language: Jupyter Notebook - Size: 735 KB - Last synced: 6 months ago - Pushed: about 3 years ago - Stars: 3 - Forks: 0

ajayarunachalam/RegressorMetricGraphPlot

Python package to simplify plotting of common evaluation metrics for regression models. Metrics included are pearson correlation coefficient (r), coefficient of determination (r-squared), mean squared error (mse), root mean squared error(rmse), root mean squared relative error (rmsre), mean absolute error (mae), mean absolute percentage error (mape), etc.

Language: Jupyter Notebook - Size: 309 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 6 - Forks: 1

ZhenyuWangg/Song-Scoring-Predictive-Modeling---Predictive-Analysis-Competition---Columbia-University-

Giving a song dataset, thorough exploratory analysis, diverse model construction, and innovative feature engineering to developing predictive models for song scoring.

Size: 2.29 MB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

Kennethfargose/UV-matrix-decompostion-with-kfold

UV matrix decompostion using movielens dataset

Language: Jupyter Notebook - Size: 7.81 KB - Last synced: 8 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

pranshu1921/Netflix-Movie-Recommendation-System

Recommendation system to predict movie rating given by user on Netflix.

Language: Jupyter Notebook - Size: 847 KB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 1

dell-datascience/mlzoomcamp

This repository is dedicated to my participation in Datatalks Mlzoomcamp

Language: Jupyter Notebook - Size: 478 KB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

kk289/Stock_Price_Prediction

Stock Price Prediction of APPLE Using Python

Language: Python - Size: 1.03 MB - Last synced: 9 months ago - Pushed: about 4 years ago - Stars: 3 - Forks: 1

acelyavul/global_al_hub_machine_learning_bootcamp

Global Al Hub - Aygaz Machine Learning

Language: Jupyter Notebook - Size: 298 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

Abdullahi-a-hussein/Data-with-R

Contains Data related content with R

Language: HTML - Size: 2.31 MB - Last synced: 10 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

GunturWibawa/SweetLiftSalesAnalysis

Sweet Lift Taxi collected airport order data. As a Data Scientist, I developed a model to predict taxi orders for the next hour. The goal is to draw more drivers at peak times, targeting an RMSE under 48 on the test set.

Language: Jupyter Notebook - Size: 3.93 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

saima8/Regresspy

regresspy for simple regressions

Language: Python - Size: 593 KB - Last synced: 9 months ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

AbhishekBanerjee499/Anomaly_Detection_PSO_MATLAB

Detecting anomaly in SMS sending behaviour of a person by Particle Swarm Optimization

Language: MATLAB - Size: 7.81 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

davutbayik/Bus-Usage-Forecasting

Time Series Forecasting - Bus Usage Prediction

Language: Jupyter Notebook - Size: 2.46 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

aldimeolaalfarisy/Food-Delivery-Time-Prediction

Regression predictive analytics to predict food delivery time from restaurant to delivery point

Language: Jupyter Notebook - Size: 19 MB - Last synced: 12 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

dinto/Movie-Recommendation-System-via-Markovian-Factorization-of-Matrix-Process

Movie recommendation using markov process

Language: Jupyter Notebook - Size: 12.8 MB - Last synced: over 1 year ago - Pushed: about 4 years ago - Stars: 0 - Forks: 1

AshwiniDPrabhu/Stock-Prediction-Using-Twitter-Sentiment-Analysis

Language: Jupyter Notebook - Size: 130 KB - Last synced: over 1 year ago - Pushed: about 4 years ago - Stars: 11 - Forks: 7

hariprasath-v/AV-job-a-thon-november-2022

Build a machine learning/deep learning approach to forecast the total energy demand on an hourly basis for the next 3 years based on past trends.

Language: HTML - Size: 5.42 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

manasik29/Assignment_Prediction_Turbine_Energy_Yield

Predicting turbine energy yield (TEY) using ambient variables as features.

Language: Jupyter Notebook - Size: 3.32 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

manasik29/Assignment_Forecasting_Airline_Passengers_Seats

Forecasting_Airline_Passengers_Seats

Language: Jupyter Notebook - Size: 2.03 MB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

manasik29/Forecasting_Walmart_Footsteps

Forecasting footsteps in Walmart from previous years available timeseries data and predict on new years data.

Language: Jupyter Notebook - Size: 313 KB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

Parashar7/Performance-Evaluation-of-LSTM-and-RNN-in-Stock-Price-Prediction-of-NASDAQ-Index

This article uses 2 important models for the predictions and comparisons. These are Long Short-Term Memory and Recurrent Neural Network measures. The result of LSTM and RNN are compared to check the most optimal model for stock forecasting. For this, various metrics and visualization are considered using different independent variables for both the models. We are going to estimate this using different plot criteria, RMSE value, and R2 score of different number of independent variables for both LSTM and RNN.

Language: Jupyter Notebook - Size: 244 KB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 1