AIStream

All

17 repositories

flow-forecast
Public
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
deep-neural-networks pytorch transformer lstm forecasting transfer-learning hacktoberfest time-series-analysis anomaly-detection time-series-forecasting
Python
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GNU General Public License v3.0
•296•2.1k•87•22•Updated Dec 23, 2024Dec 23, 2024
Water
Public
Water is an attempt to create an open-access dataset and ML framework for monitoring/forecasting stream flows and snowpack depth.
Jupyter Notebook
•0•7•8•1•Updated Dec 15, 2024Dec 15, 2024
peelout-core
Public
Peelout is an open source framework that aims to make it easy to refactor, deploy, and monitor deep learning models
Python
•0•1•2•1•Updated Jul 25, 2024Jul 25, 2024
flow_docker
Public
Files needed to run flow-forecast as a container.
docker deep-learning time-series-forecasting wandb
Python
•1•1•4•2•Updated May 9, 2024May 9, 2024
flow_tutorials
Public
Public tutorials of using Flow Forecast for forecasting and classifying time series data
transformers deep-learning time-series forecasting
Jupyter Notebook
•8•42•0•0•Updated May 5, 2024May 5, 2024
.github
Public
GitHub for AIStream
0•0•0•0•Updated Jan 7, 2024Jan 7, 2024
awesome_time_series_in_python
Public
This curated list contains python packages for time series analysis
366•15•0•0•Updated Mar 24, 2023Mar 24, 2023
experiment_configs
Public
Python
•0•0•0•0•Updated Mar 22, 2023Mar 22, 2023
pytorch_geometric_temporal
Public
A Temporal Extension Library for PyTorch Geometric
Python
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MIT License
•378•0•0•0•Updated Nov 17, 2022Nov 17, 2022
staged-recipes
Public
A place to submit conda recipes before they become fully fledged conda-forge feedstocks
Python
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BSD 3-Clause "New" or "Revised" License
•5k•0•0•0•Updated Dec 13, 2021Dec 13, 2021
benchmark_forecasting
Public
Notebooks related to benchmarking different models on COVID, River Flow, and Grocery data
GNU Affero General Public License v3.0
•0•0•0•0•Updated Jan 24, 2021Jan 24, 2021
time_series_notebooks
Public
Repo of all
Jupyter Notebook
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MIT License
•0•0•0•0•Updated Dec 16, 2020Dec 16, 2020
flow-api
Public
Flow Forecast wrapped in an easy to use production API.
GNU General Public License v3.0
•0•0•0•0•Updated Nov 25, 2020Nov 25, 2020
flow-mts-datalake
Public
Code for our multivariate data-lake
0•0•0•0•Updated Aug 6, 2020Aug 6, 2020
outfit-it
Public
Rapidly refactor machine learning model code for production
0•0•0•0•Updated Jul 30, 2019Jul 30, 2019
Real-Time-Voice-Cloning
Public
Clone a voice in 5 seconds to generate arbitrary speech in real-time
Python
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Other
•8.8k•0•0•0•Updated Jul 11, 2019Jul 11, 2019
parl_docker
Public
Up to date Docker container for training ParlAI models.
Dockerfile
•0•1•0•0•Updated Feb 8, 2019Feb 8, 2019