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Projects in Awesome Lists tagged with timeseries-forecasting
A curated list of projects in awesome lists tagged with timeseries-forecasting .
https://github.com/sktime/pytorch-forecasting
Time series forecasting with PyTorch
ai artifical-intelligense data-science deep-learning forecasting gpu machine-learning neural-networks pandas python pytorch pytorch-lightning temporal timeseries timeseries-forecasting uncertainty
Last synced: 25 Sep 2024
https://github.com/microsoft/flaml
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
automated-machine-learning automl classification data-science deep-learning finetuning hyperparam hyperparameter-optimization jupyter-notebook machine-learning natural-language-generation natural-language-processing python random-forest regression scikit-learn tabular-data timeseries-forecasting tuning
Last synced: 29 Sep 2024
https://github.com/microsoft/FLAML
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
automated-machine-learning automl classification data-science deep-learning finetuning hyperparam hyperparameter-optimization jupyter-notebook machine-learning natural-language-generation natural-language-processing python random-forest regression scikit-learn tabular-data timeseries-forecasting tuning
Last synced: 31 Jul 2024
https://github.com/jdb78/pytorch-forecasting
Time series forecasting with PyTorch
ai artifical-intelligense data-science deep-learning forecasting gpu machine-learning neural-networks pandas python pytorch pytorch-lightning temporal timeseries timeseries-forecasting uncertainty
Last synced: 01 Aug 2024
https://github.com/time-series-foundation-models/lag-llama
Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting
forecasting foundation-models lag-llama llama time-series time-series-forecasting time-series-prediction time-series-transformer timeseries timeseries-forecasting transformers
Last synced: 27 Sep 2024
https://github.com/business-science/modeltime
Modeltime unlocks time series forecast models and machine learning in one framework
arima data-science deep-learning ets forecasting machine-learning machine-learning-algorithms modeltime prophet r-package tbats tidymodeling tidymodels time time-series time-series-analysis timeseries timeseries-forecasting
Last synced: 01 Aug 2024
https://github.com/microprediction/timemachines
Predict time-series with one line of code.
prediction prediction-algorithm predictions predictive-modeling time-series time-series-analysis timeseries timeseries-analysis timeseries-data timeseries-forecasting
Last synced: 01 Aug 2024
https://github.com/reservoirpy/reservoirpy
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
artificial-intelligence echo-state-networks esn machine-learning machine-learning-algorithms neural-network python recurrent-neural-networks reservoir reservoir-computing timeseries timeseries-analysis timeseries-forecasting timeseries-prediction
Last synced: 02 Aug 2024
https://github.com/cuebook/cueobserve
Timeseries Anomaly detection and Root Cause Analysis on data in SQL data warehouses and databases
anomaly anomaly-detection bigquery datawarehouse prophet-facebook redshift root-cause-analysis snowflake sql timeseries-analysis timeseries-forecasting
Last synced: 29 Sep 2024
https://github.com/cuebook/CueObserve
Timeseries Anomaly detection and Root Cause Analysis on data in SQL data warehouses and databases
anomaly anomaly-detection bigquery datawarehouse prophet-facebook redshift root-cause-analysis snowflake sql timeseries-analysis timeseries-forecasting
Last synced: 03 Aug 2024
https://github.com/remigenet/tkan
TKAN: Temporal Kolmogorov-Arnold Networks
jax keras keras3 kolmogorov-arnold-networks temporal temporal-networks tensorflow tensorflow2 timeseries-forecasting tkan torch
Last synced: 26 Sep 2024
https://github.com/pawarbi/blog
PawarBI
machine-learning powerbi powerquery python timeseries-forecasting
Last synced: 08 Aug 2024
https://github.com/martinuzzifrancesco/neuralbasisexpansions.jl
Julia (Flux) implementation of NBeats
deep-learning deep-neural-networks julia nbeats time-series timeseries timeseries-forecasting
Last synced: 02 Oct 2024
https://github.com/tayyabwaqar/financial-time-series-prediction-using-lstm
This app predicts stock prices using a Long Short-Term Memory (LSTM) neural network model.
lstm-neural-networks machine-learning python stock-price-prediction streamlit timeseries-forecasting
Last synced: 26 Sep 2024
https://github.com/pramodkondur/dominoes-timeseriesforecasting
This advanced forecasting tool leverages Long Short-Term Memory (LSTM) networks to predict daily sales for 91 types of pizzas and the required quantities of 64 ingredients. By analyzing historical pizza order data, the system provides accurate future demand forecasts, enabling optimized inventory management and purchase planning.
business-intelligence datascience deep-learning keras lstm-neural-networks machine-learning matplotlib pandas predictive-modeling python real-time-prediction real-world-project sckiit-learn seaborn streamlit tensorflow timeseries-forecasting
Last synced: 29 Sep 2024
https://github.com/pejpero/eur_to_pln_exchange_rate_prediction
This project uses an LSTM model to predict EUR to PLN exchange rates. The required dependencies include libraries for data manipulation, visualization, and neural network implementation, ensuring smooth execution of the time series forecasting process.
datascience datascience-machinelearning finance keras keras-tensorflow lstm neuralnetworks tensorflow timeseries-forecasting
Last synced: 29 Sep 2024
https://github.com/sumeetgedam/data_analysis
Repository to track Data Analysis done on various datasets available online
algorithms arima-forecasting data-visualization pandas plotly-express plotly-graph-objects prophet-facebook python r2-score random-forest seaborn sklearn timeseries-forecasting trends visualization
Last synced: 26 Sep 2024
https://github.com/venkat-a/stocks-price-analysis-and-recommendation
Analyzing and predicting the stock prices,multiple machine learning models, including LSTM (Long Short-Term Memory), Prophet, and others
arima bollinger-bands keras lstm minmaxscaler prophet-facebook sarimax-model tensorflow timeseries-forecasting
Last synced: 26 Sep 2024
