psypdt / crypto-bot Goto Github PK

Add a notification which will notify users if a currency has reached an all time peak within a given time frame

Change tuples from (float, str) to (str, float) so it can be used more easily by matplotlib

Have a method which can provide purchase history (exchange_rate, coins_bought) to make it easier for us to see when we bought a coin to get some data

The way profits are calculated at the moment is profit = current_ex*sell_amount - past_ex*amount_traded. This should be changed to something like profit = current_ex*sell_amount - past_ex*sell_amount to see if a loss would be inflicted if one had purchased sell_amount coins in the past and were to sell the same number of coins now.

Alternatively this could be reworked to use the graph slicing method we talked about, or some other method which we may need to research.

The graphs generated from pricegraph.py is too large to be viewed without rescaling on Mac. Could consider creating OS specific trigger to make windows smaller, or place figures next to each other instead of above

If OS specific triggers are used then we have to consider how this will impact how images are sent by the bot, depending on where it's hosted.

Implement testing/demo methods which can be used to simulate how the bot would perform if it were asked to buy & sell on behalf of a user.

Ideally we could do some hyper parameter tuning to find better models

We would also want to implement a hysteresis filter to reduce noise from small price fluctuations to smooth out how the bot would react to price changes

Bot keeps sending notifications of coins which haven't actually changed.

ZRX seems to be the main culprit

Notification threshold is being ignored

The account balances could be used to send user-specific updates regarding cryptocurrencies that are increasing or decreasing. This would reduce the amount of irrelevant information being shown to the user.

I think it would be best to add this as a separate option, as some users may prefer to see all crypto updates.

A possible enhancement would be to implement the calculation of correlations and anticorrelations between the prices of currencies.

Transferring between correlated currencies has little effect on the return of investment, and hence it is best to be avoided as money would be lost in transfer fees. Conversely, transferring between (at least somewhat) anticorrelated currencies can potentially be very profitable.