py
alphalens
Our great sponsors
py | alphalens | |
---|---|---|
5 | 83 | |
6,573 | 3,042 | |
1.2% | 2.7% | |
0.0 | 0.0 | |
4 days ago | about 2 months ago | |
Jupyter Notebook | Jupyter Notebook | |
- | 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.
py
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Andrew Ng or more hands-on course?
I will give it a look into Ng's course, try out some of the resources in this github and look into this website too
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Weekly Entering & Transitioning Thread | 14 Feb 2021 - 21 Feb 2021
Data analysis roadmap
alphalens
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Beyond sample reports
https://github.com/quantopian/alphalens Has to be set up, but can create quite detailed tearsheets
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What are the top Python finance libraries?
alphalens for factor analysis: https://github.com/quantopian/alphalens
What are some alternatives?
quantstats - Portfolio analytics for quants, written in Python
Empyrial - AI and data-driven quantitative portfolio management library for portfolio risk and performance analysis 投资组合管理
PyPortfolioOpt - Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity
ydata-quality - Data Quality assessment with one line of code
fastprogress - Simple and flexible progress bar for Jupyter Notebook and console
ml-coursera-python-assignments - Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
rl-trading - Using Reinforcement Learning agents as Algorithmic Traders
FinancePy - A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.
hca-resources - zipline-broker Examples. Full notebooks plus python code for long term investment strategies using zipline based tools.
pydna - Clone with Python! Data structures for double stranded DNA & simulation of homologous recombination, Gibson assembly, cut & paste cloning.
python-training - Python training for business analysts and traders
AeroPython - Classical Aerodynamics of potential flow using Python and Jupyter Notebooks