py
alphalens
Our great sponsors
| py | alphalens | |
|---|---|---|
| 5 | 83 | |
| 6,626 | 3,075 | |
| 1.4% | 2.8% | |
| 0.0 | 0.0 | |
| 19 days ago | 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
- I'm in my 30's and never had a "real job" - I have depression and anxiety, how do I get my life in order?
- Learn data science step by step in 6 months😉
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2022 Goals
Here is a guide and resources on these in the 6-12 weeks sections. It's from Chandoo on YT, who has a ton of videos on learning data analytics.
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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
- Performance Analysis: Performance analysis of predictive (alpha) stock factors. Factor and Risk Analysis - star count:2892.0
- Performance Analysis: Performance analysis of predictive (alpha) stock factors. Factor and Risk Analysis - star count:2771.0
- Performance Analysis: Performance analysis of predictive (alpha) stock factors. Factor and Risk Analysis - star count:2734.0
What are some alternatives?
fastprogress - Simple and flexible progress bar for Jupyter Notebook and console
quantstats - Portfolio analytics for quants, written in Python
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.
Empyrial - AI and data-driven quantitative portfolio management library for portfolio risk and performance analysis 投资组合管理
AeroPython - Classical Aerodynamics of potential flow using Python and Jupyter Notebooks
PyPortfolioOpt - Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity
pydna - Clone with Python! Data structures for double stranded DNA & simulation of homologous recombination, Gibson assembly, cut & paste cloning.
ydata-quality - Data Quality assessment with one line of code
BestPractices - Things that you should (and should not) do in your Materials Informatics research.
FinancePy - A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.
wordle-solver - For educational purposes, a simple script that assists in solving the word game Wordle.
rl-trading - Using Reinforcement Learning agents as Algorithmic Traders