rl-trading VS alphalens

Compare rl-trading vs alphalens and see what are their differences.

rl-trading

Using Reinforcement Learning agents as Algorithmic Traders (by AaruranLog)

alphalens

Performance analysis of predictive (alpha) stock factors (by quantopian)
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rl-trading alphalens
1 83
4 3,089
- 3.2%
0.0 0.0
over 3 years ago 3 months ago
Jupyter Notebook Jupyter Notebook
- Apache License 2.0
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.

rl-trading

Posts with mentions or reviews of rl-trading. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-02-18.

alphalens

Posts with mentions or reviews of alphalens. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-04-15.

What are some alternatives?

When comparing rl-trading and alphalens you can also consider the following projects:

Lean - Lean Algorithmic Trading Engine by QuantConnect (Python, C#)

quantstats - Portfolio analytics for quants, written in Python

nn - 🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Empyrial - AI and data-driven quantitative portfolio management library for portfolio risk and performance analysis 投资组合管理

Practical_RL - A course in reinforcement learning in the wild

PyPortfolioOpt - Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

alpha-zero-general - A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

ydata-quality - Data Quality assessment with one line of code

Deep-Learning-Computer-Vision - My assignment solutions for Stanford’s CS231n (CNNs for Visual Recognition) and Michigan’s EECS 498-007/598-005 (Deep Learning for Computer Vision), version 2020.

py - Repository to store sample python programs for python learning

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.