thuml/Time-Series-Library

• Silver I

A python library for user-friendly forecasting and anomaly detection on time series.

• 1,501−3 Elo, change today
• 9.5k stars
• 1k forks
• 2d ago

git clone https://github.com/unit8co/darts.git

• anomaly-detection
• data-science
• deep-learning
• forecasting

• 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 IV

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

• 1,648−12 Elo, change today
• 39.6k stars
• 7.2k forks
• 3y ago

git clone https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap.git

• deep-learning

• 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

• Bronze I

Automatic extraction of relevant features from time series:

• 1,426−5 Elo, change today
• 9.4k stars
• 1.2k forks
• 4mo ago

git clone https://github.com/blue-yonder/tsfresh.git

• data-science
• feature-extraction
• time-series

• Platinum II

Scalable datastore for metrics, events, and real-time analytics

• 1,696−6 Elo, change today
• 31.8k stars
• 3.8k forks
• 693 watchers
• 2d ago

brew install influxdb

• database
• go
• influxdb
• metrics