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zalandoresearch /pytorch-ts

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PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend

time-series pytorch probabilistic deepar lstnet n-beats

UpdatedJun 14, 2024
Python

Awesome Easy-to-Use Deep Time Series Modeling based on PaddlePaddle, including comprehensive functionality modules like TSDataset, Analysis, Transform, Models, AutoTS, and Ensemble, etc., supporting versatile tasks like time series forecasting, representation learning, and anomaly detection, etc., featured with quick tracking of SOTA deep models.

cost informer time-series-analysis paddlepaddle time-series-forecasting time-series-models deepar time-series-anomaly-detection n-beats nbeats nhits paddlets ts2vec n-hits time-series-representation-learning

UpdatedFeb 25, 2025
Python

h3ik0th /ES_energy_Transformer

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Python Darts deep forecasting models

transformer n-beats

UpdatedMay 15, 2022
Jupyter Notebook

tahmid-saj /Forecast-AI

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Repo containing time series forecasting solutions ranging from N-BEATS, LSTM and autoregressive models trained for predicting stock and bitcoin price.

aws bitcoin tensorflow lstm stocks n-beats

UpdatedDec 18, 2022
Python

mahadmughal /N-beats-model

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deep-learning time-series pytorch mlp n-beats

UpdatedNov 30, 2021
Python

jtonglet /Deep-Learning-Homework

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Homeworks for the course Artificial Neural Networks & Deep Learning @ PoliMi.

computer-vision deep-learning neural-network tensorflow image-classification time-series-forecasting n-beats

UpdatedJul 3, 2022
Jupyter Notebook

Idawid /Stock-Price-Forecast-NLP

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Public copy of our engineering degree project

nlp flask rabbitmq socketio n-beats

UpdatedMar 6, 2024
HTML

harshd23 /BitForecast

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BitForecast is a simple project based on Time Series Data Analysis which helps to predicts/forecasts the value of bitcoin in the near future.

bitcoin forecasting ensemble-learning prediction-model multivariate-analysis time-series-analysis time-series-forecasting n-beats future-prediction

UpdatedJul 1, 2023
Jupyter Notebook

Gyani-rocks /Time-Series-Forecasting-and-Bit-Predict

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This repository contains an introduction to the Time_series fundamentals in TensorFlow and also an end-to-end forecasting model that is going to predict the future price of Bitcoin, based on the historical price of Bitcoin. The model built in this notebook follows a supervised learning approach.

time-series tensorflow recurrent-neural-networks supervised-learning convolutional-neural-networks forecasting-models tensorflow2 n-beats