# CNN 1st Gen Model DigitalCash

DigitalCash (DASH) uses a new chained hashing algorithm approach, with many new scientific hashing algorithms for the proof-of-work. DASH aims to be the first privacy-centric cryptographic currency with fully encrypted transactions and anonymous block transactions, this feature is called PrivateSend and can be found on the official Dashcore wallet.

PrivateSend mixes your DASH coins with other users who are also using this feature at the time, making your transactions untraceable. 

Users can also earn DigitalCash rewards by hosting a master node to help maintain the Blockchain. One must have a balance of at least 1000 DASH in order to host a Dash master node, this collateral is required to avoid 51% attacks on the network.  

Features

• Untraceable payments
• Unlinkable transactions
• Double-spending proof
• Blockchain analysis resistance
• Egalitarian proof of work
• Adaptive limits

Technology

• Difficulty retargets each block
• Block reward decreases each block according to the formula:
  BaseReward = (MSupply - A)/218, where MSupply = (264 - 1) atomic units and 'A' is amount of already generated coins
• POW mechanism is a voting system for users

Deep Learning based analysis and prediction model for DigitalCash (DASHBTC) stock is a 1st Generation Non-linear Autoregresive with exogenous variable(s) (NARX) model based on the Recurrent Neural Network architecture.

Model is in the production pipeline since Dec. 2, 2017.

Market data for DASHBTC model training are being downloaded from the Quandl premium datasets on a daily basis.
Risks related to the novel coronavirus disease 2019 (COVID-19) caused by the virus named “SARS-CoV-2” are accounted for in this model in the form of the historical data coincided with outbreaks and other global events in the past used to train ML prediction model for DASHBTC.

Model is being retrained on a daily basis.