awesome_time_series_in_python
This curated list contains python packages for time series analysis (by MaxBenChrist)
htsprophet
Hierarchical Time Series Forecasting using Prophet (by CollinRooney12)
| awesome_time_series_in_python | htsprophet | |
|---|---|---|
| 2 | 1 | |
| 2,034 | 139 | |
| - | - | |
| 0.0 | 0.0 | |
| over 1 year ago | over 3 years ago | |
| Python | ||
| - | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
awesome_time_series_in_python
Posts with mentions or reviews of awesome_time_series_in_python.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-01-11.
-
What's the best resource to learn time series analysis?
Just stumbled upon this GitHub repo - Awesome Time Series in Python. It's mostly for different Python libraries that can be used for time series analysis, but I thought it would still be useful. It also has some tutorials, data sets, one free course, etc. I think it's worth checking out!
- Help with multiple time series forecasting
htsprophet
Posts with mentions or reviews of htsprophet.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-01-11.
-
Help with multiple time series forecasting
I don't have any good answers for you, but here's some stuff I've found that might give you a head start: https://www.kaggle.com/c/m5-forecasting-accuracy https://github.com/CollinRooney12/htsprophet - I couldn't get this to work, but the idea looks promising https://github.com/carlomazzaferro/scikit-hts
What are some alternatives?
When comparing awesome_time_series_in_python and htsprophet you can also consider the following projects:
Data-Science-Roadmap - Data Science Roadmap from A to Z
Blazor-MachineIntelligence - Centralized repository of my Blazor apps with Machine Intelligence (Statistics, Analytics, Machine Learning, AI, Information Retrieval etc.). This repository will coalesce all of my Machine Intelligence repos in a single area and point to their respective: live demo, source code, video & presentation locations.
datascience - Curated list of Python resources for data science.
Data-science-best-resources - Carefully curated resource links for data science in one place
statsforecast - Lightning ⚡️ fast forecasting with statistical and econometric models.