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52 search results found

Awesome Project Ideas ⭐ 6,856

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

Time Series Forecasting With Python ⭐ 499

A use-case focused tutorial for time series forecasting with python

Trajectron Plus Plus ⭐ 484

Code accompanying the ECCV 2020 paper "Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data" by Tim Salzmann*, Boris Ivanovic*, Punarjay Chakravarty, and Marco Pavone (* denotes equal contribution).

Etdataset ⭐ 290

The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.

Wayeb is a Complex Event Processing and Forecasting (CEP/F) engine written in Scala.

Awesome Time Series Analysis ⭐ 99

This list collects learning resource, tools and dataset for time series analysis/time series data mining.

Deep Quant ⭐ 98

Deep learning for forecasting company fundamental data

Keras Lstm Trajectory Prediction ⭐ 81

A Keras multi-input multi-output LSTM-based RNN for object trajectory forecasting

Tsforecasting ⭐ 79

This repository contains the implementations related to the experiments of a set of publicly available datasets that are used in the time series forecasting research space.

Forecastml ⭐ 76

An R package with Python support for multi-step-ahead forecasting with machine learning and deep learning algorithms

Stgcn Pytorch ⭐ 67

🚗 Implementation of spatio-temporal graph convolutional network with PyTorch

Forecasting With Time Series Imaging ⭐ 34

time series forecasting with image

Gaussian dynamic Bayesian networks structure learning and inference based on the bnlearn package

A Python reference implementation of the CF data model

Cmu Datf ⭐ 26

Hip Popularity ⭐ 25

This repo contains data, source code and other ressources related to the HIP model for online popularity of YouTube videos.

Adaptive Graph Convolutional Recurrent Network

Aaai2020 Riskoracle ⭐ 22

AAAIA2020-Accident Forecasting Experiments Setups

Code accompanying the CoRL 2020 paper "MATS: An Interpretable Trajectory Forecasting Representation for Planning and Control" by Boris Ivanovic, Amine Elhafsi, Guy Rosman, Adrien Gaidon, and Marco Pavone.

Covid19 Algeria And World Dataset ⭐ 20

A COVID-19 dataset with 90 World countries including Algeria.

Deep Adaptive Input Normalization for Time Series Forecasting

Aiodrive ⭐ 17

Official Python/PyTorch Implementation for "All-In-One Drive: A Large-Scale Comprehensive Perception Dataset with High-Density Long-Range Point Clouds"

Nearcollision ⭐ 11

Project repo for Forecasting Time-to-Collision from Monocular Video: Feasibility, Dataset and Challenges

Shorttermloadforecasting ⭐ 8

Weather Prophet ⭐ 7

Exploration of Prophet forecasting with weather data

R package for Feature-based Forecast Model Averaging

Weather Prediction ⭐ 6

Weather Forecasting report over the Jaipur Dataset for Rain Prediction

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

Weatherforecasting ⭐ 5

Weather forecasting using RNNs

Short Term Load Forecasting ⭐ 5

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

Seizure Prediction Gan ⭐ 5

Epileptic Seizure Forecasting with Generative Adversarial Networks

Aaai2021_anpp ⭐ 5

Attentive Neural Point Processes for Event Forecasting, AAAI 2021

Awesome Coronawhy ⭐ 5

COVID-19 resources CoronaWhy community is using

Covid19 Global ⭐ 4

Kaggle COVID-19 global forecasting challenge

Pytorch Visnet ⭐ 4

Unofficial Implementation of VisNet: Deep Convolutional Neural Networks for Forecasting Atmospheric Visibility

Time Series Forecasting Of Superstore Dataset ⭐ 3

This repository contains the time series forecasting of Superstore dataset.

Forecasting ⭐ 3

Python implementations for a range of time series forecasting techniques, compared on various datasets.

Leveraging Bert To Improve The Fears Index For Stock Forecasting ⭐ 3

Leveraging BERT to Improve the FEARS Index for Stock Forecasting

Soyforecast ⭐ 3

Prediction of Soybean stock prices using LSTM with data from CBOT Soybean Futures + (2015 USA Weather Avg, Max, Min by USDA-NASS-soybeans-production_bushels-2015)

Predict trips fare of New York city taxi using machine learning in Google BigQuery.

Sales Forecasting ⭐ 3

Kaggle Challenge: Walmart stores sales forecasting

Predict Blood Donations ⭐ 2

Forecasting blood supply is a serious and recurrent problem for blood collection managers.In this Project, you will work with data collected from the donor database of Blood TransfusionService Center. The dataset, obtained from the Machine Learning Repository, consists of arandom sample of 748 donors. Your task will be to predict if a blood donor will donate within a giventime window. You will look at the full model-building process: from inspecting the dataset to usingthe tpot library to autom

Time Series Analysis Tutorial ⭐ 2

Forecasting Of Automobile Sales ⭐ 2

Forecasting of sales of Automobile.

Forecast Future Sales ⭐ 2

Forecasting total sales for the future month based on a time-series dataset using machine learning

Election Forecasting Kn 2017 ⭐ 2

Materials for workshop on election forecasting with R

Demand Forecast ⭐ 2

Demand forcast for home applinaces

Timeseries Analysis Energy Data ⭐ 2

A comparison of different time series models

Trajectron Plus Plus ⭐ 2

Short-term electrical load forecasting using linear regression

Consumer Behavior Forecasting ⭐ 2

Exploring consumer behaviour through Expedia sales.

Nasa Power Bot ⭐ 2

Bot for downloading Solar irradiance data at target locations and region surrounded it.

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