owocki/pytrader

automate the process of selecting strategies for a given market.

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#18 opened on Mar 28, 2016

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Description

currently, it takes some manual tuning of parameters in predict_many_* jobs. This should be automated.

Contributor guide

Research direction
Investigate automated strategy selection using backtesting and feature engineering; consider grid search or Bayesian optimization over parameter space.
Tech stack
python
Domain
backendapi
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-2 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
Pythonpandasnumpymachine learning basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
40