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A simple Python SDK for Crypto AI API

Project description

Crypto AI

A simple Python SDK for Crypto AI API

Implementations

Crypto AI SDK is currently used in many diffrent applications, such as:

  • Crypto Predictor - a Telegram bot that allows its users to generate custom forecasts for 100+ cryptocurrencies
  • BTC Predictor - a Twitter bot that tweets daily forecasts about Bitcoin's price

Installation

You can use pip to install Crypto AI SDK:

pip3 install crypto-ai

Usage

from pprint import pprint
from crypto_ai import AI

API_KEY = "xxxxxxxxxxxxxxxxxxxx"  # your rapidapi key

# initialize the sdk
ai = AI(API_KEY)

# generate a prediction on a specific time window
prediction = ai.predict(
                 symbol='BTCUSDT',
                 timeframe='3d',
             )

# generate a series of short and long-term predictions
forecast = ai.forecast(
                 symbol='BTCUSDT',
           )

# print results
print('\n==== Prediction:\n')
pprint(prediction)

print('\n==== Forecast:\n')
pprint(forecast)

Output:

==== Prediction:

{
   "data":{
      "prediction":{
         "change":0.42,
         "confidence":59.7,
         "maximum":[
            30510.0,
            30664.0,
            30444.0,
            30711.0,
            30424.0,
            30364.0
         ],
         "mean":[
            29551.0,
            29700.0,
            29487.0,
            29745.0,
            29468.0,
            29411.0
         ],
         "minimum":[
            28593.0,
            28735.0,
            28531.0,
            28779.0,
            28512.0,
            28457.0
         ]
      },
      "symbol":"BTCUSDT",
      "timeframe":"3d"
   },
   "status":"ok"
}

==== Forecast:

{
   "data":{
      "forecast":{
         "12h":{
            "change":-0.59,
            "confidence":51.2,
            "maximum":29911.91,
            "mean":29814.17,
            "minimum":29716.42
         },
         "15m":{
            "change":-0.07,
            "confidence":51.5,
            "maximum":30175.29,
            "mean":30129.35,
            "minimum":30083.42
         },
         "1d":{
            "change":-0.32,
            "confidence":49.4,
            "maximum":29981.0,
            "mean":29919.0,
            "minimum":29856.0
         },
         "1h":{
            "change":-0.09,
            "confidence":49.2,
            "maximum":30127.75,
            "mean":30017.03,
            "minimum":29906.31
         },
         "1w":{
            "change":-5.49,
            "confidence":46.8,
            "maximum":28902.7,
            "mean":28521.1,
            "minimum":28139.4
         },
         "2d":{
            "change":1.91,
            "confidence":50.8,
            "maximum":30685.2,
            "mean":30597.69,
            "minimum":30510.17
         },
         "2w":{
            "change":0.42,
            "confidence":59.7,
            "maximum":30364.0,
            "mean":29411.0,
            "minimum":28457.0
         },
         "30m":{
            "change":-0.07,
            "confidence":52.0,
            "maximum":30151.82,
            "mean":30103.13,
            "minimum":30054.45
         },
         "3d":{
            "change":3.94,
            "confidence":50.5,
            "maximum":31590.69,
            "mean":31481.19,
            "minimum":31371.69
         },
         "3h":{
            "change":-0.22,
            "confidence":50.3,
            "maximum":30083.55,
            "mean":29979.28,
            "minimum":29875.02
         },
         "5m":{
            "change":-0.01,
            "confidence":49.0,
            "maximum":30135.44,
            "mean":30115.74,
            "minimum":30096.04
         },
         "6h":{
            "change":-0.27,
            "confidence":51.0,
            "maximum":30012.05,
            "mean":29910.3,
            "minimum":29808.54
         }
      },
      "symbol":"BTCUSDT"
   },
   "status":"ok"
}

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