akshare
knowledge-repo
| akshare | knowledge-repo | |
|---|---|---|
| 125 | 2 | |
| 4,314 | 5,432 | |
| - | 0.1% | |
| 9.9 | 4.1 | |
| over 2 years ago | 10 months ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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.
akshare
knowledge-repo
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How do you document a ML research?
While a start, a few that just being a markdown is editor is not enough, GitHub and GitLab already have this sort of wiki. I feel something like https://github.com/airbnb/knowledge-repo provides a better experience, since it gives an incentive for Data Scientists to make their source notebook well documented, and be a SSoT. With a Wiki like, if you change something on the original project, you need to remind yourself to update your reports. If your notebook is in itself your report, that's not necessary. Plus, it would benefit from the Semantic Diffs that DagsHub already have implemented.
- How does everyone share their models etc. across teams for re-use effectively?
What are some alternatives?
awesome-quant - A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
Apache Superset - Apache Superset is a Data Visualization and Data Exploration Platform [Moved to: https://github.com/apache/superset]
pandas-datareader - Extract data from a wide range of Internet sources into a pandas DataFrame.
flyte - Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
akshare - AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库 [Moved to: https://github.com/akfamily/akshare]
superset - Apache Superset is a Data Visualization and Data Exploration Platform
alpha_vantage - A python wrapper for Alpha Vantage API for financial data.
scikit-learn - scikit-learn: machine learning in Python
archiveis - A simple Python wrapper for the archive.is capturing service
pycm - Multi-class confusion matrix library in Python
youtube-dl - Command-line program to download videos from YouTube.com and other video sites
akshare - AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库