unit8co/darts

• Platinum V

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

• 1,645−8 Elo, change today
• 20.4k stars
• 4.6k forks
• 4d ago

git clone https://github.com/meta/prophet.git

• forecasting
• python
• r

• Copper I

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

• 1,353±0 Elo, change today
• 6.5k stars
• 1.3k forks
• 1y ago

git clone https://github.com/zhouhaoyi/Informer2020.git

• deep-learning
• forecasting
• pytorch
• self-attention

• Gold IV

A unified framework for machine learning with time series

• 1,540±0 Elo, change today
• 10k stars
• 2.5k forks
• 1d ago

git clone https://github.com/sktime/sktime.git

• ai
• anomaly-detection
• changepoint-detection
• data-mining

• Platinum V

All course materials for the Zero to Mastery Machine Learning and Data Science course.

• 1,638−3 Elo, change today
• 7.5k stars
• 4.2k forks
• 2y ago

git clone https://github.com/mrdbourke/zero-to-mastery-ml.git

• data-science
• deep-learning
• machine-learning

• Bronze V

A curated list of data science blogs

• 1,358−1 Elo, change today
• 6.3k stars
• 1.7k forks
• 2y ago

git clone https://github.com/rushter/data-science-blogs.git

• data-science
• machine-learning

• Gold I

A Library for Advanced Deep Time Series Models for General Time Series Analysis.

• 1,604−5 Elo, change today
• 13k stars
• 2k forks
• 7mo ago

git clone https://github.com/thuml/Time-Series-Library.git

• deep-learning
• time-series
• time-series-analysis