deepalgo-sovereign 0.2.0

Python SDK for the DeepAlgo Sovereign AI Regime API

DeepAlgo Sovereign SDK

Python client for the DeepAlgo Sovereign AI Regime API — institutional-grade regime classification, entry signal quality, and order-flow intelligence across FX, metals, indices, and commodities.

Installation

pip install deepalgo-sovereign

Quick Start

1. Get a free API key

from deepalgo_sovereign import DeepAlgoClient

DeepAlgoClient.enroll("[e-mail]")
# Your API key arrives in your inbox within seconds — no card required.

2. Check a regime

client = DeepAlgoClient(api_key="your_key_here")

regime = client.verify_regime("EUR_USD")
print(regime)
# {
#   "is_favorable": True,
#   "regime_label": "MEAN_REVERTING",
#   "lock1_pass": True,
#   "lock2_pass": True,
#   "lock3_pass": True,
#   "veto_reason": None
# }

3. Check entry signal quality

signal = client.get_entry_signal("EUR_USD")
print(signal)
# {
#   "entry_quality": "HIGH",
#   "current_ou_z": 1.42,
#   "ou_z_threshold": 0.75,
#   "recommended_delay_candles": 3,
#   "best_confirmation_signal": "rsi_divergence",
#   "calibrated": True
# }

if signal["entry_quality"] in ("HIGH", "MEDIUM"):
    regime = client.verify_regime("EUR_USD")
    if regime["is_favorable"]:
        # statistically sound entry — proceed
        pass

API Reference

DeepAlgoClient.enroll(email)

Class method. Registers for a free API key — no account creation required. Key is emailed within seconds.

DeepAlgoClient.enroll("[e-mail]")

client.verify_regime(asset, use_tlock=True)

Returns the AI regime verdict for an instrument.

Parameter	Type	Description
asset	str	OANDA instrument name, e.g. "EUR_USD", "XAU_USD"
use_tlock	bool	Enable/disable the third validation layer (default: True)

Response fields:

Field	Type	Description
is_favorable	bool	True if all active locks pass
regime_label	str	MEAN_REVERTING, TRENDING, or NEUTRAL
lock1_pass	bool	Regime Classification gate
lock2_pass	bool	Structural Noise Filter gate
lock3_pass	bool	Sequence Validation gate (only if use_tlock=True)
veto_reason	str | None	Reason for veto if is_favorable is False

client.get_entry_signal(instrument)

Returns OU-calibrated entry timing quality. Derived from 60-day IC analysis across 76 instruments — identifies whether the current moment is a statistically optimal entry point, not just whether the regime is right.

Field	Type	Description
entry_quality	str	HIGH, MEDIUM, LOW, or NO_DATA
current_ou_z	float	Live OU z-score — deviation from equilibrium in σ
ou_z_threshold	float	Calibrated threshold from IC analysis
recommended_delay_candles	int	Optimal M5 candle wait after signal touch
best_confirmation_signal	str	Highest-IC confirmation signal at optimal lag
calibrated	bool	False if instrument has no calibration data yet

client.validate_sequence(asset, candles)

Runs the full validation stack using 60 M5 candles of OHLCV data.

result = client.validate_sequence("EUR_USD", candles=[...])  # list of 60 OHLCV dicts
# {"is_authorized": True, "verdict": "AUTHORIZED"}

Supported Instruments

The API covers 76+ instruments across four asset classes:

• FX: EUR_USD, GBP_USD, USD_JPY, EUR_JPY, GBP_JPY, AUD_USD, and 30+ major/minor/exotic pairs
• Metals: XAU_USD, XAG_USD, XAU_EUR, XAU_JPY, XAU_AUD
• Indices: SPX500_USD, NAS100_USD, US30_USD, EU50_EUR, DE30_EUR, JP225_USD
• Commodities: NATGAS_USD, SUGAR_USD, WHEAT_USD, SOYBN_USD, CORN_USD

Tier Access

Feature	Free	Professional	Institutional
Instruments	4	15	All 76+
API calls / day	50	Unlimited	Unlimited
verify_regime()	✓	✓	✓
get_entry_signal()	—	✓	✓
OU-calibrated entry timing	—	✓	✓
Institutional order-flow VPIN	—	—	✓
Cross-client Network Intelligence	—	—	✓

Upgrade at gateway.deepalgo.co.uk

Health Check

import requests
r = requests.get("https://api.deepalgo.co.uk/health")
print(r.json())

Support

• Documentation: deepalgo.co.uk
• Email: [e-mail]

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DeepAlgo Sovereign SDK v0.2.0 — MIT License