Get started

Cryptocurrency

Price CorrelationsThis indicator shows price correlations of your current chart to various well-known indices. Values above 0 mean a positive correlation, below 0 a negative correlation (not correlated). It works well with daily candle charts and above, but you may also try it on 1h candles. The default indices: - Gold - S&p 500 - Mini Dow Jones - Dow Jones - Russel 2000 - Nasdaq 100 - Crude Oil - Nikkei 225 (Japan) - FTSE 100 (UK) - Silver - DAX Futures (DE) You can change the defaults to compare prices with other indices or stocks.
Pine Script™ indicator
by Ekliptor
2
Cryptocurrency Spot RatesThis is an overlay indicator on the chart that will plot cryptocurrency spot prices of the following exchanges: - Coinbase - Poloniex - OKCOIN - Binance - Huobi - Bittrex - HitBTC - Kraken - Bitfinex Additionally it plots the price average of all those exchanges. This overlay is intended to be used on charts with derivatives/futures such as BitMEX/Deribit/... It works with all USD and Tether pairs on the main chart (for example BTCUSD, ETHUSD, BCHUSD,...)
Pine Script™ indicator
by Ekliptor
1
Price Streak Is Another Way to Spot TrendsPrice is never wrong, but sometimes reading it can be tricky. Movements in the broader market or a sector can distract from a symbol that's been steadily trending in one direction or another. Sometimes the beginning of a move can also be so subtle that it flies under most people's radar. Price Streak can help overcome these limitations by tracking consecutive up/down periods. It plots an easy-to-read color-coded histogram. Because it simply counts the candles in a trend, Price Streak can give a clearer picture than magnitude-biased indicators like relative strength or MACD. Applying Price Streak to the daily chart of Bitcoin Dominance , we find something very interesting right now: the longest drop since March 2017. That moment in history, almost three years ago, marked the beginning of the last Altcoin bull market. Ethereum , for example, went from roughly $60 to over $1,300 in the following nine months. While past performance isn't a guarantee of future results, this illustrates how sustained price moves can reveal changes in character. Based on Price Streak's current reading, it may support the idea of another Altcoin cycle beginning now.
Pine Script™ indicator
by TradeStation
2
Trade System Crypto InvestidorTrade System created to facilitate the visualization of crossing and extensions of the movements with Bollinger bands. Composed by: Moving Averages of 21, 50, 100 and 200. Exponential Moving Averages: 17,34,72,144, 200 and 610. Bollinger bands with standard deviation 2 and 3. How it works? The indicators work together, however there are some important cross-averages that need to be identified. - Crossing the MA21 with 50, 100 and 200 up or down will dictate an up or down trend. - MA200 and EMA200 are excellent indicators of resistance and support zone, if the price is above these averages it will be a great support, if the price is below these averages it will indicate strong resistance. - Another important crossover refers to exponential moving averages of 17 to 72 indicates a possible start of a trend - The crossing of the exponential moving average of 34 with 144 will confirm the crossing mentioned above. - In addition, the exponential moving average of 610 used by Bo Williams is an excellent reference for dictating an upward or downward trend, if the price is above it it will possibly confirm an upward trend and the downside. - To conclude we have bollinger bands with standard deviation 2 and 3, they help to identify the maximum movements.
Pine Script™ indicator
by CryptoInvestidor
45
HatiKO EnvelopesPublished source code is subject to the terms of the GNU Affero General Public License v3.0 This script describes and provides backtesting functionality to internal strategy of algorithmic crypto trading software "HatiKO bot". Suitable for backtesting any Cryptocurrency Pair on any Exchange/Platform, any Timeframe. Core Mechanics of this strategy are based on theory of price always returning to Moving Average + Envelopes indicator (Moving_average_envelope from Wiki) Developement of this script and trading software is inspired by: "Essential Technical Analysis: Tools and Techniques to Spot Market Trends" by Leigh Stevens (published on 12th of April 2002) "Moving Average Envelopes" by ChartSchool, StockCharts platform (published on 13th of April 2015 or earlier) "Коля Колеснік" from Crypto Times channel ("Метод сетка", published on 19th of August 2018) "3 ways to use Moving Average Envelopes" by Rich Fitton, published on Trader's Nest (published on 28st of November 2018 or earlier) noro's "Robot WhiteBox ShiftMA" strategy v1 script, published on TradingView platform (published on 29th of August 2018) "Moving Average Envelopes: A Popular Trading Tool" Investopedia article (published 25th of June 2019) and KROOL1980's blogpost on Argolabs ("Гридерство или Сетка как источник прибыли на форекс", published on 27th of February 2015) Core Features: 1) Up to 4 Envelopes in each direction (Long/Short) 2) Use any of 6 different basis MAs, optionally use different MAs for Opening and Closure 3) Use different Timeframes for MA calculation, without any repainting and lookahead bias. 4) Fixed order size, not Martingale strategy 5) Close open position earlier by using Deviation parameter 6) PineScript v4 code Options description: Lot - % from your initial balance to use for order size calculation Timeframe Short - Timeframe to use for Short Opening MA calculation, can be chosen from dropdown list, default is Current Graph Timeframe MA Type Short - Type of MA to use for Short Opening MA calculation, can be chosen from dropdown list, default is SMA Data Short - Source of Price for Short Opening MA calculation, can be chosen from dropdown list, default is OHLC4 MA Length Short - Period used for Short Opening MA calculation, should be >=1, default is 3 MA offset Short - Offset for MA value used for Short Envelopes calculation, should be >= 0, default is 0 Timeframe Long - Timeframe to use for Long Opening MA calculation, can be chosen from dropdown list, default is Current Graph Timeframe MA Type Long - Type of MA to use for Long Opening MA calculation, can be chosen from dropdown list, default is SMA Data Long - Source of Price for Long Opening MA calculation, can be chosen from dropdown list, default is OHLC4 MA Length Long - Period used for Long Opening MA calculation, should be >=1, default is 3 MA offset Long - Offset for MA value used for Long Envelopes calculation, should be >= 0, default is 0 Mode close MA Short - Enable different MA for Short position Closure, default is "false". If false, Closure MA = Opening MA Timeframe Short Close - Timeframe to use for Short Position Closure MA calculation, can be chosen from dropdown list, default is Current Graph Timeframe MA Type Close Short - Type of MA to use for Short Position Closure MA calculation, can be chosen from dropdown list, default is SMA Data Short Close - Source of Price for Short Closure MA calculation, can be chosen from dropdown list, default is OHLC4 MA Length Short Close - Period used for Short Opening MA calculation, should be >=1, default is 3 Short Deviation - % to move from MA value, used to close position above or beyond MA, can be negative, default is 0 MA offset Short Close - Offset for MA value used for Short Position Closure calculation, should be >= 0, default is 0 Mode close MA Long - Enable different MA for Long position Closure, default is "false". If false, Closure MA = Opening MA Timeframe Long Close - Timeframe to use for Long Position Closure MA calculation, can be chosen from dropdown list, default is Current Graph Timeframe MA Type Close Long - Type of MA to use for Long Position Closure MA calculation, can be chosen from dropdown list, default is SMA Data Long Close - Source of Price for Long Closure MA calculation, can be chosen from dropdown list, default is OHLC4 MA Length Long Close - Period used for Long Opening MA calculation, should be >=1, default is 3 Long Deviation - % to move from MA value, used to close position above or beyond MA, can be negative, default is 0 MA offset Long Close - Offset for MA value used for Long Position Closure calculation, should be >= 0, default is 0 Short Shift 1..4 - % from MA value to put Envelopes at, for Shorts numbers should be positive, the higher is number, the higher should be Shift position, example: "Shift 1 = 1, shift 2 = 2, etc." Long Shift 1..4 - % from MA value to put Envelopes at, for Longs numbers should be negative, the lower is number, the lower should be Shift position, example: "Shift 1 = -1, shift 2 = -2, etc." From Year 20XX - Backtesting Starting Year number, only 20xx supported as script is cryptocurrency-oriented. To Year 20XX - Backtesting Final Year number, only 20xx supported as script is cryptocurrency-oriented. From Month - Years starting Month, optional tweaking, changing not recommended To Month - Years ending Month, optional tweaking, changing not recommended From day - Months starting day, optional tweaking, changing not recommended To day - Months ending day, optional tweaking, changing not recommended Graph notes: Green lines - Long Envelopes. Red lines - Short Envelopes. Orange line - MA for closing of Short positions. Lime line - MA for closing of Long positions. ************************************************************************************************************************************************************************************************************** Опубликованный исходный код регулируется Условиями Стандартной Общественной Лицензии GNU Affero v3.0 Этот скрипт описывает и предоставляет функции бектеста для внутренней стратегии алгоритмического программного обеспечения "HatiKO bot". Подходит для тестирования любой криптовалютной пары на любой бирже/платформе, на любом таймфрейме. Кор-механика этой стратегии основана на теории всегда возвращающейся к значению МА цены с использованием индикатора Envelopes (Moving_average_envelope from Wiki) Разработка этого скрипта и программного обеспечения для торговли вдохновлена следующими источниками: Книга "Essential Technical Analysis: Tools and Techniques to Spot Market Trends" Ли Стивенса (опубликовано 12 апреля 2002 года) «Moving Average Envelopes» от ChartSchool, платформа StockCharts (опубликовано 13 апреля 2015 года или раньше) «Коля Колеснік» с канала Crypto Times («Метод сетка», опубликовано 19 августа 2018 года) «3 ways to use Moving Average Envelopes» Рича Фиттона, опубликованные в «Trader's Nest» (опубликовано 28 ноября 2018 года или раньше) Скрипт стратегии noro "Robot WhiteBox ShiftMA" v1, опубликованный на платформе TradingView(опубликовано 29 августа 2018 года) «Moving Average Envelopes: A Popular Trading Tool», статья Investopedia (опубликовано 25 июня 2019 года) Блог KROOL1980 из Argolabs («Гридерство или Сетка как источник прибыли на форекс», опубликовано 27 февраля 2015 года) Основные особенности: 1) До 4-х Ордеров в каждом из направлении (Лонг / Шорт) 2) Выбор из 6-ти разных базовых МА, опционально используйте разные МА для открытия и закрытия. 3) Используйте разные таймфреймы для расчета MA, без перерисовки и "эффекта стеклянного шара". 4) Фиксированный размер ордера, а не стратегия Мартингейла 5) Возможность закрытия открытой позиции заблаговременно, используя параметр Deviation 6) Код реализован на PineScript v4 Описание параметров: Lot - % от вашего первоначального баланса, используется при расчете размера Ордера Timeframe Short - таймфрейм, используемый для расчета МА Открытия Шорт позиций, может быть выбран из списка, по умолчанию - таймфрейм текущего графика MA Type Short - тип MA, используемый для расчета МА Открытия Шорт позиций, может быть выбран из списка, по умолчанию SMA Data Short - источник цены для расчета МА Открытия Шорт позиций, может быть выбран из списка, по умолчанию OHLC4 MA Length Short - период, используемый для расчета МА Открытия Шорт позиций, должен быть >= 1, по умолчанию 3 MA Offset Short - смещение значения MA, используемого для расчета Шорт Ордеров, должно быть >= 0, по умолчанию 0 Timeframe Long - таймфрейм, используемый для расчета МА Открытия Лонг позиций, может быть выбран из списка, по умолчанию - таймфрейм текущего графика MA Type Long - тип MA, используемый для расчета МА Открытия Лонг позиций, может быть выбран из списка, по умолчанию SMA Data Long - источник цены для расчета МА Открытия Лонг позиций, может быть выбран из списка, по умолчанию OHLC4 MA Length Long - период, используемый для расчета МА Открытия Лонг позиций, должен быть >= 1, по умолчанию 3 MA Offset Long - смещение значения MA, используемого для расчета Лонг Ордеров, должно быть >= 0, по умолчанию 0 Mode close MA Short - Включает отдельное MA для закрытия Шорт позиции, по умолчанию «false». Если false, MA Закрытия = MA Открытия Timeframe Short Close - таймфрейм, используемый для расчета МА Закрытия Шорт позиций, может быть выбран из списка, по умолчанию - таймфрейм текущего графика MA Type Close Short - тип MA, используемый при расчете МА Закрытия Шорт позиции. Mожно выбрать из списка, по умолчанию SMA Data Short Close - источник цены для расчета МА Закрытия Шорт позиций, может быть выбран из списка, по умолчанию OHLC4 MA Length Short Close - период, используемый для расчета МА Закрытия Шорт позиции, должен быть >= 1, по умолчанию 3 Short Deviation - % отклонения от значения MA, используется для закрытия позиции выше или ниже рассчитанного значения MA, может быть отрицательным, по умолчанию 0 MA Offset Short Close - смещение значения MA, используемого для расчета закрытия Шорт позиции, должно быть >= 0, по умолчанию 0 Mode close MA Long - Включает разные MA для закрытия Лонг позиции, по умолчанию «false». Если false, MA Закрытия = MA Открытия Timeframe Long Close - таймфрейм, используемый для расчета МА Закрытия Лонг позиций, может быть выбран из списка, по умолчанию - таймфрейм текущего графика MA Type Close Long - тип MA, используемый при расчете МА Закрытия Лонг позиции. Mожно выбрать из списка, по умолчанию SMA Data Long Close - источник цены для расчета МА Закрытия Лонг позиций, может быть выбран из списка, по умолчанию OHLC4 MA Length Long Close - период, используемый для расчета МА Закрытия Лонг позиции, должен быть >= 1, по умолчанию 3 Long Deviation -% для перехода от значения MA, используется для закрытия позиции выше или ниже рассчитанного значения MA, может быть отрицательным, по умолчанию 0 MA Offset Long Close - смещение значения MA, используемого для расчета закрытия Лонг позиции, должно быть >= 0, по умолчанию 0 Short Shift 1..4 - % от значения MA для размещения Ордеров, для Шорт Ордеров должен быть положительным, чем выше номер, тем выше должна располагаться позиция Shift, например: «Shift 1 = 1, Shift 2 = 2 и т.д. " Long Shift 1..4 - % от значения MA для размещения Ордеров, для Лонг Ордеров должно быть отрицательным, чем ниже число, тем ниже должна располагаться позиция Shift, например: «Shift 1 = -1, Shift 2 = -2, и т.д." From Year 20XX - Год начала тестирования, из-за ориентированности на криптовалюты поддерживаются только значения формата 20хх. To Year 20XX - Год окончания тестирования, из-за ориентированности на криптовалюты поддерживаются только значения формата 20хх. From Month - Начальный месяц, опционально, менять не рекомендуется To Month - Конечный месяц, опционально, менять не рекомендуется From day - Начальный день месяца, опционально, менять не рекомендуется To day - Конечный день месяца, опционально, менять не рекомендуется Пояснения к графику: Зеленые линии - Лонг Ордера. Красные линии - Шорт Ордера. Оранжевая линия - MA Закрытия Шорт позиций. Лаймовая линия - MA Закрытия Лонг позиций.
Pine Script™ strategy
by CraZy_HuT
9
Bitcoin Halving CountdownHello traders, I offer you today the BTC halving countdown updated in real-time on your charts I inspired myself greatly from the gentleman @everget's script LTC halving countdown below ( The countdown date is coming from that source www.bitcoinblockhalf.com. The halving date is estimated to be around May 13th, 2020 . That date is hardcoded in the script and is used for the countdown calculation. The Bitcoin block mining reward halves every 210,000 blocks, the coin reward will decrease from 12.5 to 6.25 coins. Enjoy the weekend Dave
Pine Script™ indicator
by Daveatt
7
BitMEX Liquidation LevelsThis indicator plots BitMEX liquidation levels: - 25x - 50x - 100x The indicator works as following: The underlying assumption (as with all liquidation calculations) obviously is that traders used fixed margin or go "all in" on their cross-margin account. You then can configure a minimum trade volume and a minimum price change in percent for a candle to start computing liquidation levels from that candle Additionally: configure the price base for the liqudation level: Candle high or low (default) works well, but you can also set "candle close" or "median high/low" The indicator will then plot horizontal lines on the main chart showing price levels where many positions opened at the configured "start candle" will likely get liquidated. It works for all BitMEX contracts and while it has been optimized for BitMEX, it will work on other exchanges with the same leverage levels (25x, 50x, 100x) and maintenance margin requirements too. This indicator uses the Smart Volume indicator to compute the volume at the "start volume candle" setting where the liquidation level starts. This indicator can be found here: Smart Volume:
Pine Script™ indicator
by Ekliptor
3
Crypto EMA 60/20Intended for use with Cryptocurrency Markets on the 12 hour time frame, the 60/20 exponential moving average frequency has proven successful for identifying trend bottom formations and for verifying head and shoulders top formations. Combine the Crypto EMA 60/20 with classical RSI and MACD divergences to help verify impending reversals. Useful for identifying trend changes in the frequency of four to six month price trends followed by a four to six week reversal, as historically found in cryptocurrency bull and bear markets. This signal gets noisy if prices trend sideways for more than 30 days - consult daily views.
Pine Script™ indicator
by DigitalCurrencyTraders
1
BEST Mayer MultipleHello traders I'm not a HODLer by any means. I know when to sell (or I think I know....) when an asset starts going against me too much. Even if it's a "long-term" investment. My mentor used to telling me this: "If a short-term trade becomes a long-term investment, then you're in for a hell of a ride". I have no clue if Bitcoin/BTC will go back up or not - I don't even care because I'm an intraday trader. What if BTC was actually a way to accumulate more fiat? Satoshi fooled us I coded this Mayer Multiple according to the specifications below. By the way, I'm a big fan of Willy Woo. I've been monitoring all his work since I learned about crypto (10 minutes ago.... it's a joke come on) charts.woobull.com Scaling To respect the Mayer's multiple model, I recommend to select the Logarithmic scaling as shown below imgur.com What Mayer's model says Using the reference below, the model says we're in the oversold zone. But, we can be in that zone for months/years... When a model says an asset could bounce in a 1000-7000 USD range... well... I don't know how I would be able to perform optimally with that insight. This is very subjective and not a recommendation. Mayer's Multiple model reference All the BEST Dave
Pine Script™ indicator
by Daveatt
6
Leverage Strategy and a few words on risk/opportunityHello traders, I started this script as a joke for someone... finally appears it could be used for educational content Let's talk about leverage and margin call Margin Call A margin call is the broker's demand that an investor deposit additional money or securities so that the account is brought up to the minimum value, known as the maintenance margin. A margin call usually means that one or more of the securities held in the margin account has decreased in value below a certain point. Leverage A leverage is a system which allows the trader to open positions much larger than his own capital. ... “Leverage” usually refers to the ratio between the position value and the investment needed, Strat The strategy simulates long/short positions on a 4h high/low breakout based on the chart candle close. The panel below shows the strategy equity curve. Activating the margin call option will show when the account would be margin called giving the settings Casino I'm not doing any financial recommendation here. I made this strategy so that people include more risk management metrics into their strategy. From the code, we see it's fairly easy to calculate a leveraged position size and a margin call flag - when that flag is hit, the system stops trading. I simplified things to the extreme here but my point is that the leverage is a double-edge sword gift. Assuming we always take the same position sizing, increasing the leverage speed up how fast a margin could be ..... called. (bad joke? feel free to tell me). Not saying it will, saying it introduces more risk by design. Then one could say "I'll just turn off that stupid margin call option". And that's when someone starts backtesting with unrealistic market conditions. Finally... When I backtest I always assume the worst in every scenario possible (because I'm French), I always try to minimize the risk first (also because I'm French), keeping as close from 0 as possible (French again) Then I add the "opportunity" component, looking to catch the maximum of opportunity while keeping the risk low. It's like a Rubix cube puzzle - decreasing the risk is one side of the equation but whenever I try to catch more opportunity... my risks increases. Then I update my risk... and now the opportunity decreases... (#wut #wen #simple) Completely removing the risk from a trading strategy isn't something I wouldn't dare doing. Trading involves risk. Being obsessed by decreasing the risk is what I do BEST :) Dave
Pine Script™ strategy
by Daveatt
2
Multi-Exchange Volume (30 Tickers) by kurtsmock + BV + rVolauthor: kurtsmock Fully Customizable ticker set. Up to 30 Tickers. Bitcoin set as default. -- IMPORTANT NOTE: -- 30 Exchanges are a lot. It can take a while to load. You can fully customize this indicator to your liking. Here's how: 1. Load indicator 2. Open Settings 3. Uncheck the switch box for exchanges you want unincluded 4. At the bottom of the settings menu click "Defaults" and hit "Save as Default" 5. To turn them all back on, hit "Reset Settings" in that same "Defaults" menu and click "Save as Default" again. Also, you don't have to use this with Bitcoin. This works with any asset, just change the ticker in the settings. There's a lot going on with this indicator so the following is descriptions and instructions to help you better understand what's going on here. Thanks! Goal: - To provide a mechanism for assets on multiple exchanges to have their volume evaluated together Edge: - Having better and more complete volume information Notes: - The Default Exchanges for this indicator are highest volume bitcoin exchanges, but may contain "fake volume" - Indicator is set for Bitcoin by default. However, you can change the tickers to reflect any asset you want ////// rVol ////// Goal: - To understand how much volume is being executed relative to the same candle on previous days/periods Edge: - Higher rVol implies higher volatility and market interest. - High rVol = higher than average volume . Markets move on volume so higher than average volume indicates increased market activity/volatility - rVol is an indirect measure of active or anticipated volatility Definitions: - rVol: The volume of a period compared to the Average Volume of that same period in past sessions - Important to note it does NOT add up the last 10 (default) candles, but rather the last 10 candles at session intervals. - Example: -- On a Tuesday, 1h chart it will add up the last ten Tuesday, 9:00 am candles, not including the current, active candle. -- It then averages those lookback candles. -- It then plots the percentage relationship between the most recent candle and the average of the lookback candles -- Avg Vol of Lookback candles = 5000, -- Volume of most recent candle = 4000: Output = rVol = 80: -- Volume of most recent candle was 80% of the average volume in the 9 am time period of the last ten Tuesdays in the 9 am, 1h period Notes: - rVol does not add current candle volume into lookback sum. So, you set lookback to be: (not including the current day) - rVol is on a switch. So, if you want to see rVol instead of volume, hit the switch in the settings - If you want to see both, load 2 instances of the indicator. ////// Better-er Volume ////// Goal: To Identify: - When a candle closes at the highest volume * range relative to the lookback period and close > open - When a candle closes at the highest volume * range relative to the lookback period and close < open - When a candle closes at the highest volume / price relative to the lookback period Edge: - Identifies beginnings of price expansion, climax of price expansion, breakouts, pivots, and take profit points on the volume chart Notes: - Based generally on Barry Taylor's "Better Volume" indicator and ideas from Pascal Willain's book "Value in Time." - Better-er Volume rules are applied to both Total Volume or rVol. -- When rVol is displayed Better-er Volume is applied to rVol -- When Total Volume is displayed Better-er Volume is applied to Total Volume // Plot Key: // Green Triangle Up = Often marks the beginning and/or end of price expansion to the upside Red Triangle Up = Often marks the beginning and/or end of price expansion to the downside Yellow Square = High Volume but Tight Range. Implies a Battle of Bulls and Bears. High Liquidity area. Provided Liquidity is not enough to move price. Thick Limit Order Book. Purple Triangle Up or Down = Implies high market participation. Typically at the end of expansion when very significant s/r is hit category: volume Volatility tags: Volume rVol relativevolume Bitcoin cryptocurrency bettervolume Many More Volume Indicators Coming Out Soon!
Pine Script™ indicator
by kurtsmock
1
ANN MACD : 25 IN 1 SCRIPTIn this script, I tried to fit deep learning series to 1 command system up to the maximum point. After selecting the ticker, select the instrument from the menu and the system will automatically turn on the appropriate ann system. Listed instruments with alternative tickers and error rates: WTI : West Texas Intermediate (WTICOUSD , USOIL , CL1! ) Average error : 0.007593 BRENT : Brent Crude Oil (BCOUSD , UKOIL , BB1! ) Average error : 0.006591 GOLD : XAUUSD , GOLD , GC1! Average error : 0.012767 SP500 : S&P 500 Index (SPX500USD , SP1!) Average error : 0.011650 EURUSD : Eurodollar (EURUSD , 6E1! , FCEU1!) Average error : 0.005500 ETHUSD : Ethereum (ETHUSD , ETHUSDT ) Average error : 0.009378 BTCUSD : Bitcoin (BTCUSD , BTCUSDT , XBTUSD , BTC1!) Average error : 0.01050 GBPUSD : British Pound (GBPUSD,6B1! , GBP1!) Average error : 0.009999 USDJPY : US Dollar / Japanese Yen (USDJPY , FCUY1!) Average error : 0.009198 USDCHF : US Dollar / Swiss Franc (USDCHF , FCUF1! ) Average error : 0.009999 USDCAD : Us Dollar / Canadian Dollar (USDCAD) Average error : 0.012162 SOYBNUSD : Soybean (SOYBNUSD , ZS1!) Average error : 0.010000 CORNUSD : Corn (ZC1! ) Average error : 0.007574 NATGASUSD : Natural Gas (NATGASUSD , NG1!) Average error : 0.010000 SUGARUSD : Sugar (SUGARUSD , SB1! ) Average error : 0.011081 WHEATUSD : Wheat (WHEATUSD , ZW1!) Average error : 0.009980 XPTUSD : Platinum (XPTUSD , PL1! ) Average error : 0.009964 XU030 : Borsa Istanbul 30 Futures ( XU030 , XU030D1! ) Average error : 0.010727 VIX : S & P 500 Volatility Index (VX1! , VIX ) Average error : 0.009999 YM : E - Mini Dow Futures (YM1! ) Average error : 0.010819 ES : S&P 500 E-Mini Futures (ES1! ) Average error : 0.010709 GAZP : Gazprom Futures (GAZP , GZ1! ) Average error : 0.008442 SSE : Shangai Stock Exchange Composite (Index ) ( 000001 ) Average error : 0.011287 XRPUSD : Ripple (XRPUSD , XRPUSDT ) Average error : 0.009803 Note 1 : Australian Dollar (AUDUSD , AUD1! , FCAU1! ) : Instrument has been removed because it has an average error rate of over 0.13. The average error rate is 0.1850. I didn't delete it from the menu just because there was so much request, You can use. Note 2 : Friends have too many requests, it took me a week in total and 1 other script that I'll share in 2 days. Reaching these error rates is a very difficult task, and when I keep at a low learning rate, they are trained for a very long time. If I don't see the error rate at an average low, I increase the layers and go back into a longer process. It takes me 45 minutes per instrument to command artificial neural networks, so I'll release one more open source, and then we'll be laying 70-80 percent of the world trade volume with artificial neural networks. Note 3 : I would like to thank wroclai for helping me with this script. This script is subject to MIT License on behalf of both of us. You can review my original idea scripts from my Github page. You can use it free but if you are going to modify it, just quote this script . I hope it will help everyone, after 1-2 days I will share another ann script that I think is of the same importance as this, stay tuned. Regards , Noldo .
Pine Script™ indicator
by Noldo
21