Welcome to GUMP

Install the package

pip install begump

This installs all GUMP tools. Everything runs on your machine. Nothing is sent anywhere.

Import what you need

from gump.oracle import Oracle          # prediction
from gump.trace import scan             # forensics
from gump.foldwatch import foldwatch    # protein analysis
from gump.sentinel import Sentinel      # security
from gump.accord import Accord          # compliance
from gump.sensor import UniversalSensor # time series
from gump.aitrainer import AITrainer    # ML training
from gump.knowledge import KnowledgeEngine
from gump.learnengine import LearnEngine
from gump.orgxray import scan as org_scan
from gump.turbo import compile_and_run

Run your first analysis

# Example: predict the next 10 values in a sequence
from gump.oracle import Oracle

o = Oracle('my_data')
o.feed([100, 102, 98, 105, 97, 110, 95, 112, 93, 115])
result = o.predict(steps=10)

print(result['forecast'])      # next 10 values
print(result['confidence'])    # how reliable
print(result['frequencies'])   # hidden patterns found

Read the docs

Full documentation for all products: begump.com/docs

Every product page has benchmarks, use cases, and honest limits.