Deepalpha

AI crypto trading bot with deep neural network (84.9% accuracy, 25 coins). BiLSTM + Attention trained on GPU. Bybit, Binance, OKX, Gate.io. Free cloud or self-hosted.

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Install / Use

npx skills add stefanoviana/deepalpha

Installs into whichever agent you are using.

About this skill

Quality Score

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README

DeepAlpha V11.0

AI-Powered Crypto Trading Bot — 18 Exchanges, 84.6% Accuracy

Website · Dashboard · Telegram Bot · Discord · Channel

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🚀 Two Ways to Use DeepAlpha

☁️ Cloud Version (Recommended) — No Setup Required

The easiest way to start. Bot runs 24/7 on our servers.

| | | |---|---| | ✅ No VPS, no Docker, no Python | ✅ 12 exchanges supported | | ✅ Start in Paper Mode (zero risk) | ✅ Real-time dashboard | | ✅ Pump scanner included | ✅ TradingView webhooks | | ✅ Exchange-side stop-loss | ✅ Telegram bot control |

Start Free 7-Day Trial →

No credit card required. Start in Paper Mode — switch to Live when ready.

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🖥️ Self-Hosted Version — Full Control

For developers who want to customize the code.

git clone https://github.com/stefanoviana/deepalpha.git
cd deepalpha
pip install -r requirements.txt
cp .env.example .env  # add your API keys
python deepalpha.py

Supports 12 exchanges: Bybit, Binance, OKX, Gate.io, KuCoin, Bitget, HTX, MEXC, BingX, Phemex, BitMart, WhiteBIT

⚠️ About AI Models

The self-hosted version includes training scripts but does NOT include pre-trained models. You have two options:

Option A: Train Your Own Models (Free)

This requires a machine with 8GB+ RAM and takes several hours. Your model accuracy will depend on data quality and training parameters.

Option B: Use Our Pre-Trained Models (Cloud Pro)

Our production models achieve 70.9% walk-forward validated accuracy after months of optimization with:

72 engineered features
12 months of training data
Optuna hyperparameter tuning (200+ trials)
4-window walk-forward validation
Continuous weekly retraining

These models are exclusive to Cloud Pro users and are the same models powering our live trading (verified +05 PnL this week).

Get Pre-Trained Models — 7 Days Free →

No credit card required. Includes models + dashboard + pump scanner + exchange stop-losses.

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About AI Models

The self-hosted version includes training scripts but does NOT include pre-trained models. You have two options:

Option A: Train Your Own Models (Free)

python download_data.py   # Download historical data from Bybit
python train.py           # Train XGBoost + LightGBM models (~2-4 hours)

This requires 8GB+ RAM and takes several hours. Your accuracy depends on data quality and parameters.

Option B: Use Our Pre-Trained Models (Cloud Pro)

Our production models achieve 84.6% walk-forward validated accuracy after months of optimization:

72 engineered features
12 months of curated training data
Optuna hyperparameter tuning (200+ trials)
4-window walk-forward validation
Weekly retraining with fresh market data

These models are exclusive to Cloud Pro users — the same models powering our live trading.

Get Pre-Trained Models — 7 Days Free (no credit card)

Cloud vs Self-Hosted

| Feature | Cloud (Pro) | Self-Hosted (Free) | |---|---|---| | Setup time | 30 seconds | 30+ minutes | | AI Bot | ✅ 24/7 managed | ✅ You manage | | Pump Scanner | ✅ Included | ✅ Included | | Dashboard | ✅ Web + Mobile | ❌ CLI only | | Telegram Bot | ✅ Full control | ❌ | | TradingView Webhooks | ✅ | ❌ | | Auto-restart on crash | ✅ | ❌ | | Exchange-side SL | ✅ | ❌ | | Paper Mode | ✅ | ❌ | | Price | $39/mo (7 days free) | Free forever |

Try Cloud Free → | Self-Host Guide →

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Cloud-hosted. No installation. No VPS. No coding. The AI trades 24/7 for you.

Telegram Bot — Trade from Your Phone

Manage everything from Telegram with @DeepAlphaVault_bot:

| Command | What it does | |---------|-------------| | /start | Welcome & account status | | /login | Link your DeepAlpha account | | /start_bot | Start AI / Grid / DCA Bot | | /stop_bot | Stop bot | | /status | Open positions & PnL | | /balance | Exchange balance | | /pnl | PnL summary | | /trades | Recent trades | | /keys | Setup exchange API keys |

Start/stop bots, check positions, get real-time trade notifications — all from Telegram. Open Bot →

Pump Scanner — Catch Explosive Moves

The built-in pump scanner monitors 500+ coins in real-time for volume spikes and automatically trades the pump.

How it works:

Scans all coins every 2 minutes for volume spikes (5x+ above average)
Opens a LONG position automatically when pump detected
Takes profit in 3 tiers: TP1 (+5%), TP2 (+10%), TP3 (+20%)
Trailing stop locks in gains after TP1
Stop loss at -3% for protection

Recent results:

ZEREBRO: +$33 (+7.7%) in 72 minutes
B Token: +$66 (+12.7%) in 2 minutes

The pump scanner runs automatically alongside the AI Bot. No extra configuration needed.

What is DeepAlpha?

DeepAlpha is an open-source ML trading system that predicts crypto price direction on 18 exchanges including Bybit, Binance, OKX, Gate.io, KuCoin, Bitget, HTX, MEXC, BingX, Phemex, BitMart, and WhiteBIT. It uses 72 engineered features from L2 orderbook data, funding rates, and market microstructure signals.

The core model achieves 84.6% directional accuracy on walk-forward validated out-of-sample data.

Plans

| Feature | Free (GitHub) | Pro $39/mo | Lifetime $199 | |---------|:---:|:---:|:---:| | AI Model (LightGBM) | Train yourself | ✅ Pre-trained (84.6%) | ✅ Pre-trained | | XGBoost + RF Ensemble | ❌ | ✅ | ✅ | | Grid Bot (range trading) | ❌ | ✅ 5 strategies | ✅ 5 strategies | | DCA Bot (safety orders) | ❌ | ✅ 5 strategies | ✅ 5 strategies | | Pump Scanner (500+ coins) | ❌ | ✅ Auto | ✅ Auto | | Features | 15 basic | 78 (V11 full) | 78 (V11 full) | | TFT + TransformerGRU | ❌ | ✅ | ✅ | | HMM Regime Detection | ❌ | ✅ | ✅ | | Cloud Dashboard | ❌ | ✅ Real-time | ✅ Real-time | | Telegram Bot Control | ❌ | ✅ @DeepAlphaVault_bot | ✅ | | Auto Retraining (daily) | ❌ | ✅ | ✅ | | Auto Restart & Monitoring | ❌ | ✅ 24/7 | ✅ 24/7 | | 12 Exchange Support | Manual setup | ✅ 1-click | ✅ 1-click | | VPS Required | ✅ ($20-50/mo) | ❌ Cloud hosted | ❌ Cloud hosted | | Source Code | View only | ❌ | ✅ Full download | | Support | GitHub Issues | Discord | Direct Developer |

💡 Why Most Users Choose Cloud

The free version requires you to:

Set up your own VPS ($20-50/month)

Train the ML model yourself (hours of compute)

Monitor and restart the bot manually

Handle updates, crashes, and maintenance

The cloud version gives you everything ready in 2 minutes:

Pre-trained AI model with 84.6% accuracy

Grid Bot + DCA Bot + 10 pre-built strategies

Manage from Telegram (@DeepAlphaVault_bot)

Auto-restart, daily retraining, 24/7 monitoring

No VPS, no installation, no maintenance

The VPS alone costs $20-50/month — our Pro plan is $39/month with everything included.

👉 Start Free 7-Day Trial — No Credit Card

How It Works

Market Data (Bybit / Binance API via ccxt)
    ↓
Feature Engineering (RSI, ATR, EMA, Momentum, Volume)
    ↓
LightGBM Model (trained on 1M+ samples)
    ↓
Signal Generation (LONG/SHORT with confidence %)
    ↓
Risk Management (position sizing, stop-loss, max positions)
    ↓
Trade Execution (Bybit / Binance API via ccxt)

What's New

V11.1 (April 2026) — Liquidation map + pump scanner:

Liquidation level estimator — detects where stop-loss clusters are, optimizes TP/SL placement
Pump scanner — real-time detection of volume spikes and new listings on Bybit + Binance
Binance cross-exchange alerts — detects Binance listings that pump on Bybit

V11.0 (April 2026) — Major accuracy upgrade:

72 features (10 new: Hurst exponent, VPIN, volatility regime, fractal efficiency, multi-timeframe alignment)
84.6% walk-forward validated accuracy (up from 60%)
TFT (Temporal Fusion Transformer) + TransformerGRU neural models
HMM 3-state regime detection (bull/bear/sideways)
Dynamic ATR-based TP/SL with multi-target take profit
Cloud dashboard with backtest and live signals
Daily LSTM auto-retraining