Stackon

Inspiration

Millions of crypto adopters are in desperate need of a tool that can predict future prices of cryptocurrencies, NFTs and digital assets so they know how to manage their assets and prevent being a victim when price crashes. Simply, Stackon is a neural network decentralized application that predicts the future price of NFTs, Digital assets and Cryptocurrencies by using historical and sentimental price action data.

What it does

With Stackon, users can make calculated decisions about their digital assets using predictions from Stackon neural network models trained with both historical price action data and sentimental data by just connecting their wallet to the Stackon model.

How we built it

Stackon will be trained using neural networks which will be connected to the Application Programming Interface using customly built response hooks to POST and GET data from the model. Stackon will then be built on the Ethereum network with the ERC-71 Protocol to connect to users' wallets and also GET assets information to be predicted by Stackon.

Challenges we ran into

Large pool Historical Data Fetching sentimental data from social media Neural Network accuracy

Accomplishments that we're proud of

Stackon primarily uses sentimental price action backed with historical data while other BOTs use only historical data trained with only linear regression models tomake future predictions

Built With

• django
• javascript
• python
• react
• scikit-learn
• solidity
• tensorflow