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@AIStream-Peelout

AIStream

AIStream develops open source deep learning solutions for real world problems
README.md

AIStream

AIStream is dedicated to providing open-source solutions in order to democratize deep learning and data access. Some of our favorite projects are listed below:

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  1. 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 8

  2. flow-forecast Public

    Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

    Python 2.2k 300

  3. flow_tutorials Public

    Public tutorials of using Flow Forecast for forecasting and classifying time series data

    Jupyter Notebook 45 8

Repositories

Showing 10 of 17 repositories
  • flow-forecast Public

    Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

    Python 2,156 GPL-3.0 300 87 (1 issue needs help) 23 Updated Mar 26, 2025
  • 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 8 0 8 1 Updated Jan 3, 2025
  • peelout-core Public

    Peelout is an open source framework that aims to make it easy to refactor, deploy, and monitor deep learning models

    Python 1 0 2 1 Updated Jul 25, 2024
  • flow_docker Public

    Files needed to run flow-forecast as a container.

    Python 1 1 4 2 Updated May 9, 2024
  • flow_tutorials Public

    Public tutorials of using Flow Forecast for forecasting and classifying time series data

    Jupyter Notebook 45 8 0 0 Updated May 5, 2024
  • .github Public

    GitHub for AIStream

    0 0 0 0 Updated Jan 7, 2024
  • awesome_time_series_in_python Public Forked from MaxBenChrist/awesome_time_series_in_python

    This curated list contains python packages for time series analysis

    14 407 0 0 Updated Mar 24, 2023
  • experiment_configs Public
    Python 0 0 0 0 Updated Mar 22, 2023
  • pytorch_geometric_temporal Public Forked from benedekrozemberczki/pytorch_geometric_temporal

    A Temporal Extension Library for PyTorch Geometric

    Python 0 MIT 389 0 0 Updated Nov 17, 2022
  • staged-recipes Public Forked from conda-forge/staged-recipes

    A place to submit conda recipes before they become fully fledged conda-forge feedstocks

    Python 0 BSD-3-Clause 5,220 0 0 Updated Dec 13, 2021
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