Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

[Feature] Improve the automated investment pattern. #1

Open
michael-spengler opened this issue Jan 16, 2021 · 1 comment
Open

[Feature] Improve the automated investment pattern. #1

michael-spengler opened this issue Jan 16, 2021 · 1 comment
Labels
enhancement New feature or request

Comments

@michael-spengler
Copy link
Owner

michael-spengler commented Jan 16, 2021

Prelude
The following proposals shall be understood considering the "net cash on average" having the reinvestment rounds or redemption rounds already in the equation.

Optimize the Degree of the Leverage Effect
It seems to be a good idea to automatically and slowly decrease the leverage effect along times of rising asset prices in order to protect the investment during times of falling asset prices.
According to that it is probably reasonable to automatically and slowly increase the leverage effect along times of falling asset prices in order to increase the probability of generating a strong outcome.

In other words
The health factor of an investment should increase during rising asset prices
It is probably also reasonable that it decreases during falling asset prices

Implementation
Shall be done in the following class: https://github.com/michael-spengler/decentralized-finance/blob/main/src/thug-life-investments/thug-life.service.ts

@michael-spengler michael-spengler changed the title [Feature] Improve the automated investment pattern. [FEATURE] Improve the automated investment pattern. Jan 20, 2021
@michael-spengler michael-spengler added the enhancement New feature or request label Jan 20, 2021
@michael-spengler michael-spengler changed the title [FEATURE] Improve the automated investment pattern. [Feature] Improve the automated investment pattern. Jan 21, 2021
@michael-spengler
Copy link
Owner Author

michael-spengler commented Jan 26, 2021

Just an additional optional pattern:
Combine investing with artificial neural net based trading. The neural net shall leverage the following kinds of training data:

  1. wale wallet transactions
  2. sentiment analysis
  3. classical trader stuff like deriving future price development guesses from past prices and price correlations (https://www.investopedia.com/terms/a/atr.asp...)

Explore and leverage the following technological assets:

  1. https://www.npmjs.com/package/brain.js
  2. https://www.tensorflow.org/js
  3. https://deno.land/x/[email protected]
  4. https://www.npmjs.com/package/node-nlp (for the sentiment analysis)

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
enhancement New feature or request
Projects
None yet
Development

No branches or pull requests

1 participant