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202 search results found

Time Series Forecasting ⭐ 13

Rainfall analysis of Maharashtra - Season/Month wise forecasting. Different methods have been used. The main goal of this project is to increase the performance of forecasted results during rainy seasons.

Ordinal_tsf ⭐ 13

Ozone Narx Dnn ⭐ 12

Air-quality forecasting in Belgium using Deep Neural Networks, Neuroevolution and distributed Island Transpeciation

Meli Data Challenge 2021 ⭐ 12

My solution (6th place) for the MeLi Data Challenge 2021, from Mercado Libre.

Typhoon Impact Based Forecasting Model ⭐ 12

Typhoon Impact forecasting model This tool was developed as trigger mechanism for the typhoon Early action protocol of the philipiness resdcross FbF project. The model will predict the potential damage of a typhoon before landfall, the prediction will be percentage of completely damaged houses per manuciplaity.

Storm_forecast ⭐ 12

ramp kit for storm intensity forecasting

Time_series ⭐ 12

Time Series Labs ⭐ 12

Hands-on training labs for Deep Learning in Time Series course by CERTIFAI

Covid 19 Time Series Forecasting With Data Analysis ⭐ 12

Dc_restaurantviolationforecasting ⭐ 12

This is a prototype of replicating Chicago's Food Inspection Forecasting project with DC data in python.

Deeplearning.ai Tensorflow_developer Specialization ⭐ 11

This repo contains my work & The code base for this TensorFlow Developer specialization offered by deeplearning.AI

Entity Embedding With Lstm For Time Series ⭐ 11

Entity Embedding with LSTM for Time Series

M5_compete ⭐ 11

Sliver Solution (Top 2%) for Kaggle M5 Forecasting competition / Kaggle M5沃尔玛销量时间序列预测竞赛银牌方案(Top 2%)

Ludwig_examples ⭐ 11

Example programs using Uber's ludwig deep learning framework

Covid 19 Vaccination Analysis ⭐ 11

The repo contains COVID -19 VACCINATIONS ANALYSIS and time series predection technique to predict completion of vaccination process.

Stock_price_forecasting_hybrid_model ⭐ 11

Stock closing and opening forecasting using Deep neural network and LSTM(technical indicators included)

Cambridge_covid 19_icu ⭐ 11

Clean repository for the Cambridge COVID-19 ICU simulation

Electricitydemandforecasting ⭐ 10

Electricity demand forecasting for Austin, TX, using a combination of timeseries methods and regression models

Application of Facebook Prophet model (Python) for forecasting Eurostat monthly indicators

Deep Learning Forecasting Air Pollution In Beijing China Machine Learning ⭐ 10

Co2_predict ⭐ 10

ARIMA model practicing with C02 Emission dataset Forecasting with python

Deep Learning Time Series Forecasting ⭐ 10

Graph Markov Network ⭐ 9

Graph Markov Network for Traffic Forecasting with Missing Data

Intro_to_prophet ⭐ 9

Repo to Intro to Prophet Medium Story

Realseries ⭐ 9

RealSeries is a comprehensive out-of-the-box Python toolkit for various tasks, including Anomaly Detection, Granger causality and Forecast with Uncertainty, of dealing with Time Series Datasets.

Electricdemandforecasting Dl ⭐ 9

Electricity demand forecasting with temporal convolutional networks

Sales Forecasting With Nn ⭐ 9

Materials for the 'Sales Forecasting with Neural Networks' hands-on presentation

Dynamic Stock Recommendation Machine_learning Published Paper Ieee ⭐ 9

Prophet_forecasting ⭐ 9

Using Facebook phrophet forecasting tool for Asteroid impact on earth time series study

Predicting The Future With Facebook S Prophet ⭐ 9

Forecasting Medium's statistics using Facebook's Prophet Library

Machine Learning ⭐ 9

Machine Learning Practise

Multivariate Time Series Forecasting ⭐ 8

Multivariate Time Series Forecasting with LSTMs in Keras

Comparingforecasters ⭐ 8

Comparing sequential forecasters via confidence sequences & e-processes

Forecasting Trajectory Of Double Pendulum ⭐ 8

recurrent neural network based project

Ml With Timeseries ⭐ 8

Machine Learning with Time Series data

Machine Learning Api ⭐ 8

ICDSS Machine Learning Workshop Series: Machine Learning APIs

Mlprojects ⭐ 8

Some of my ML projects and Kaggle competitions

Shorttermloadforecasting ⭐ 8

In this repository we test AutoML approaches for time-series forecasting

Time Series In Python Supplement ⭐ 7

Speaker notes and additional resources for the Python Time Series course

Python Projects ⭐ 7

Portfolio in Python

Quantitative Finance ⭐ 7

Derivatives valuation, random processes, time-series forecasting

Weather Prophet ⭐ 7

Exploration of Prophet forecasting with weather data

Recession ⭐ 7

Actually we can't predict the recession. Fun to try nonetheless. 📊 📈 📉

MLT working sessions: Kaggle

Logistics Demand Forecasting By Python ⭐ 7

物流需求预测法的python实现（Logistics Demand Forecasting By Python），含移动平均法、指数平滑法、平滑系数的确认、结果输出到excel表、误差分析等

Time Series Demand Forecasting ⭐ 7

Time-series demand forecasting is constructed by using LSTM, GRU, LSTM with seq2seq architecture, and prophet models.

Timeseries ⭐ 7

Comparison of various approaches to time series forecasting

Customer Base Analysis with Recurrent Neural Networks

Farmers_market_forecasting ⭐ 7

Bbs Forecasting ⭐ 7

Research on forecasting using Breeding Bird Survey data

Dlseminar ⭐ 6

Introduction to Deep learning seminar

Lstm Time Series Forecasting ⭐ 6

Predicting the behavior of $BTC-USD by training a memory-based neural net on historical data

Energy Forecast ⭐ 6

The repository consists of an energy forecasting model using XGboost. The dataset consists of hourly energy consumption rates in kWh for an industrial utility.

Oil Field Modelling ⭐ 6

The toolbox for the oil fields modelling and analysis (oil forecasting, seismic slices classification, etc)

Covid 19 Forecasting ⭐ 6

Analysis of forecasting methods using COVID-19 time series data.

Time Series Analysis ⭐ 6

Times Series Analysis with various examples

Pipelinets ⭐ 6

One-stop time series analysis tool, supporting time series data preprocessing, feature engineering, model training, model evaluation, model prediction, etc. Based on spinesTS and darts.

This repo contains the source code KenyaCoV, a simulation package for forecasting SARS-CoV-2 transmission in Kenya.

Twitterstudiescode ⭐ 6

Ltfs_datascince_finhack_2 ⭐ 6

Sales Prediction ⭐ 6

A forecasting method to optimize promotions and warehouse stocks, based on classical machine learning regression methods

Election_pycast ⭐ 6

PyMC3 implementation of Drew Linzer’s dynamic Bayesian election forecasting model

Crypto Forecasting & Trading Dashboard using ML

Timeseriesanalysis_odsc_2019 ⭐ 6

Resources for Data Science Kick Starter Workshop at ODSC India 2019

Ltfs Data Science Finhack2 ⭐ 6

Football Odds Reliability Predictor ⭐ 6

Detect the most trustworthy tomorrow's English Premier League game (if any), based on historical betting odds data and the given odds for the upcoming matches.

Battery Optimisation ⭐ 6

This project aims to develop algorithms using linear programming to optimise the dispatch behaviour of a battery based in Victoria.

Deeplearning_timeseries ⭐ 6

Deep Learning + Time Series Analysis

Weather Prediction ⭐ 6

Weather Forecasting report over the Jaipur Dataset for Rain Prediction

Forecasting ⭐ 6

Forecasting materials for Making a difference with health data

Roadtrafficforecast ⭐ 6

Road Traffic forecasting system on video data built with keras and deployed with flask :

Crann_traffic ⭐ 6

A Spatio-Temporal Spot-Forecasting Framework for Urban Traffic Prediction

Gnn Spacetimegraphs ⭐ 6

Graph Neural Networks utilization for Spatiotemporal graphs. These methods will be applied into the problem of forecasting traffic flow on PEMS-Bay, METR-LA and Seattle Loop Datasets

Nyc Taxi Demand Prediction ⭐ 5

Real-Time Taxi Demand Prediction

Predict_bitcoin_using_reddit_sentiment ⭐ 5

Sentiment analysis of Reddit comments to predict bitcoin price movement

TransNet benchmark for project "Pedestrian Stop and Go Forecasting" in VITA, EPFL.

Solar Forecasting ⭐ 5

An application that displays a map and graphs showing solar irradiance forecasts in solar farms in Georgia using data from the National Solar Radiation Database.

Weatherforecasting ⭐ 5

Weather forecasting using RNNs

Data Science In Python ⭐ 5

Resources to help you get started with Data Science

Ml Time Series Prediction ⭐ 5

Explore various machine learning techniques to do time series prediction.

This project contains AI and Data Science projects that analyses disease classification from images, forecasting, and EDA report of the pandemic.

Amazon Sagemaker Aws Greengrass Custom Timeseries Forecasting ⭐ 5

Deploy a functional, end-to-end example of training a machine learning model from IoT data

Terrorism Metagraphs ⭐ 5

This repository contains the data and code used to perform the analyses in the paper "Learning Future Terrorist Targets Trhough Temporal Meta-Graphs".

Ts_forecast ⭐ 5

Various time-series forecasting algorithms for 1-D data in python

Unemployment Rate forecasting tool built for BMWi during the Data Science for Social Good Fellowship

Bayesian Model for COVID-19 Spread Prediction

Bitcoin Price Prediction Modeling and Dashboard

Arima Model For Eur Jpy Exchange Rates ⭐ 5

This repository contains a Python script that retrieves historical EUR/JPY exchange rates from the Twelve Data API and applies an ARIMA (Autoregressive Integrated Moving Average) model to predict future exchange rates.

Multivariate Time Series Forecasting With Lstms In Keras For Corn Sweet Terminal Market Price ⭐ 5

Itsm Incident Management ⭐ 5

Petroleum ⭐ 5

Discounted cash flow analysis for oil and gas

Wb_gdp_predict ⭐ 5

Predicting next year's GDP using ML (Python)

Short Term Load Forecasting ⭐ 5

code for the paper https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&ar

Short-term load forecasting with machine learning

Tensorrnn ⭐ 5

Source repo for tensor-train recurrent neural network for long-term forecasting

Replication Hasenzagl Et Al 2020 ⭐ 5

Replication code for "A Model of the Fed's View on Inflation".

Forecasting Using Arima Method ⭐ 5

N Of 1 Ml ⭐ 5

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