PyP is an AI-powered trading strategy platform that lets traders and developers write, train, and deploy profitable strategies — without machine learning expertise or complex coding.
You write your strategy logic in pypscript — a purpose-built language with 300+ built-in indicators. PyP's training pipeline runs it against real historical market data and distills the profitable patterns into a compact binary .pyp file. That file becomes your deployable strategy — testable in our PPE simulation environment and deliverable as live signals to Telegram, Discord, WhatsApp, or the web.
No ML expertise. No black boxes. No auto-trading legal headaches. Just signals that work.
┌─────────────────────────────────────────────────────────────────┐
│ │
│ .ppc file Training Pipeline .pyp file │
│ (pypscript) ──► (AI + Market Data) ──► (Binary Vector) │
│ │
└─────────────────────────────────────────────────────────────────┘
│ │
▼ ▼
Write your logic Run in PPE Engine
using indicators See real performance
like MA, MACD, RSI metrics per pair
│
▼
Sell on Marketplace
or deploy live signals
#!pyp/1.0
engine: pyp-1.0
import indicators.sma
import functions.cross
strategy "simple_ma_crossover" {
fast_ma = sma.evaluate(close, 10)
slow_ma = sma.evaluate(close, 20)
patterns {
cross(fast_ma, slow_ma) -> UP(confidence: 0.75)
cross(slow_ma, fast_ma) -> DOWN(confidence: 0.75)
default -> HOLD(confidence: 0.95)
}
}
meta {
author: "you"
version: "1.0"
tags: ["trend-following", "moving-average"]
}
config {
timeframes: ["1h", "4h"]
pairs: ["EURUSD", "GBPUSD"]
optimization: "accuracy"
}
PyP compiles your .ppc, runs it against historical OHCLV data per timeframe, and uses a proprietary ML pipeline to extract the profitable pattern signature from your strategy. The output is a binary .pyp file — your trained strategy, compact and deployable.
simple-ma-crossover-1h-EURUSD.pyp
simple-ma-crossover-4h-EURUSD.pyp
simple-ma-crossover-1h-GBPUSD.pyp
One strategy. Multiple releases. Each optimized for its pair and timeframe.
The Proof-of-Performance Environment simulates your .pyp against historical market data you haven't trained on. Watch the Actor make paper trades in real time, see your equity curve move, and get verified performance metrics:
| Pair | Win Rate | Max Drawdown | Profit Factor |
|---|---|---|---|
| EUR/USD | 63% | 11% | 1.8 |
| GBP/USD | 58% | 14% | 1.5 |
| USD/JPY | 49% | 19% | 1.1 |
PPE results are server-verified and tamper-proof — users on the marketplace see exactly what your strategy is capable of.
Once live, PyP's Brain continuously analyzes real market data using the same indicators defined in your .ppc, runs them through the trained model embedded in your .pyp, and outputs a confidence-weighted signal in real time.
The Signal Dispatcher delivers to:
- 📱 Telegram — instant push notification
- 🎮 Discord — bot message to your channel
- 💬 WhatsApp — via Business API
- 🌐 Web Dashboard — real-time in-app signal feed
All signals carry: pair, direction (UP/DOWN), confidence score, timeframe, and timestamp.
| Asset Class | Status |
|---|---|
| Forex (FX) | ✅ v1.0 |
| Crypto | ✅ v1.0 |
| Commodities | 🔜 v3+ |
| Indices | 🔜 v3+ |
Pairs at launch: 15 FX majors + minors · 15 crypto pairs
PyP ships with a comprehensive indicator dictionary covering:
| Category | Examples |
|---|---|
| Trend | SMA, EMA, WMA, DEMA, TEMA, HMA |
| Momentum | RSI, MACD, Stochastic, CCI, ROC |
| Volatility | Bollinger Bands, ATR, Keltner Channels |
| Volume | OBV, VWAP, MFI, CMF |
| Pattern | Crossovers, Divergence, Candlestick patterns |
| Custom | Composable functions and multi-indicator logic |
All indicators work identically across FX and Crypto. Volume-based indicators on FX use tick volume — documented clearly in the docs.
PyP strategies can be:
- 🔒 Private — signals for your eyes only
- 🌍 Open Source — community can view and fork the
.ppclogic - 💰 For Sale — list your
.pypwith verified PPE metrics, earn per subscriber - 🆓 Free — share with the community
Every marketplace listing shows PPE-verified performance across multiple pairs. No fake backtests. No cherry-picked results.
| PyP | Traditional Platforms | |
|---|---|---|
| Strategy Logic | Human-readable pypscript | Complex proprietary scripting |
| AI Training | Proprietary ML pipeline | None — just backtesting |
| Performance Proof | Server-verified PPE results | Self-reported backtests |
| Signal Delivery | Telegram, Discord, WhatsApp, Web | Limited or none |
| Marketplace | Verified performance metrics | Unverified |
| Private Strategy Protection | Strategies never leave our servers | Client-side exposure |
⚡ Real-time — signals delivered the moment the brain detects a pattern match
🔒 Secure — paid and private .pyp files are processed server-side only, never exposed to the client
📊 Verified — PPE simulations run server-side and are tamper-proof. What you see on a marketplace listing is what you get
🌍 Scalable — built to handle thousands of concurrent PPE sessions and signal deliveries without degradation
🧠 Explainable — every signal carries a confidence score, pair, timeframe, and direction. No black box outputs
v0.1.0 ──► v1.0.0 Bug fixes · Stability · Core FX + Crypto
v2.0 90% bug resolution · PPE reliability · Marketplace trust
v3.0+ Commodities · Indices · Advanced features · Community requests
Strategies, signals, and performance metrics on PyP are for informational purposes only and do not constitute financial advice. Past performance in PPE simulations does not guarantee future results. Always do your own research before making trading decisions.