Hypeminer & Hypetrader

Hypetrader :: learning-based trading bot

Usage

The current version of the trader (ocotrader.py) can be started with:

cd hypetrader
./oco_start.sh

Please add a config.ini with API and secret keys.

Hypeminer :: sentiment analysis on tweets about Bitcoin

Usage

Install

pip3 install -r requirements.txt
cd hypeminer
export PYTHONPATH=${PYTHONPATH}:`pwd`

Run

Bash:

# process all tweets in files ./data/BTCBUSD/tweets/*.json
python3 core.py

Python:

from hypeminer import Hypeminer

h = Hypeminer('store', currency='BTCBUSD')

# process tweets in file ./data/BTCBUSD/tweets/20210318021353.json
h.single_run_from_dump("20210318021353")

# downloads and processes 10 tweets from Twitter streaming APIs (warning: it will consume API calls)
h.single_run_from_stream(n_tweets=10)

Links

Data

• Google Drive folder

Notebooks

• Twitter Sentiment Analysis RoBERTa
• Sequence Analysis
• Multivariate Time Series Forecasting