asampat3090 / numerai-stock-predictions

Predict the prices of stock and cryptocurrency prices with high accuracy

Numerai Stock Predictions

Numer.ai is a hedge fund that hosts weekly online competitions for data science model building, allowing data science enthuasists a way to earn money by building models that help to explain phenomena in their sanitized data. A great part about working with Numer.ai data is that it’s already curated for you — no need to deal with wrangling, scraping, or cleaning. This is pretty awesome, as data cleaning is one of the more frustrating/boring parts of machine learning.

This repository uses the Numerai data from July 22nd and contains a base model built using the XGBoost algorithm.

Dockerfile

Included is a Dockerfile that you can use to start up a container with Docker

Analysis

To run through the analysis and experiment you can startup up the Jupyter notebook

$ jupyter notebook

Predictions

If you want to run the python script by itself rather than a Jupyter notebook, run the following

$ python example_model.py