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ANN MACD ETHEREUM This script is trained with Ethereum (Timeframe : 4 hours ). Details : Input columns: 19 Output columns: 1 Excluded columns: 0 Training example rows: 300 Validating example rows: 0 Querying example rows: 0 Excluded example rows: 0 Duplicated example rows: 0 Input nodes connected: 19 Hidden layer 1 nodes: 8 Hidden layer 2 nodes: 1 Hidden layer 3 nodes: 0 Output nodes: 1 Learning rate: 0.7000 Momentum: 0.8000 Training error: 0.009378 ( That's a very good error coefficient. ) Many thanks to wroclai for help. Deep learning series will continue!
Pine Script™ indicator
by Noldo
5
CS Trading Bot Study - Crypto EditionWhat is this Study about? The CS Trading Bot Study is for getting Open Long (Buy) and Close Long signals (Sell) that you can use to get alerts in various ways (Webhooks, Emails, etc). The Study is very profitable for a vast amount of Crypto assets and the algorithm behind is not overfitted. How to use it? Make sure to start your research and find your favorite Crypto assets using the corresponding strategy: The research process is very important as you can see beforehand how well the alerts for this Study would perform. Make sure to read the Strategy's description, as well! After you found your Crypto assets of interest using the corresponding Strategy... Open a new chart for each asset and add the Study from your favorite indicators. Click on the alert symbol on your chart and from "Condition" choose the "CS Bot" Strategy. Then below choose "CS Bot Buy Alert" and "CS Bot Sell Alert" (each separate alerts). Under "options" check "Once per bar" (very important) . Pick your desired way of getting the alerts (app, popup, email, webhook). The webhooks for setting alerts are very interesting as you can forward your signals to your own trading bot or simply wait until my trading bot is available (currently in development) Since I develop myself, rest assured it will be available soon. Look out for comments below as soon as it is available! How to access? If you are interested to get access to the complete package, please don't hesitate to send me a private message for a quote. The amount of concurrent users using the package (=licenses) is limited to max. 500 a month (more we cannot manually handle has Tradingview has no automation for this yet). Access to the bot package is based on a monthly basis. If you get access, you will asked in person at the end of the month if you want to continue or not. The monthly fee depends on the demand, but for as long as you continue using the package your initial price stays the same!
Pine Script™ indicator
by CoinStudio
7
Crypto Multi Exchange Volume (CMEV)Crypto Multi Exchange Volume (CMEV) aggregates and plots trading volumes for supported cryptoasset pairs over multiple different cryptoasset exchanges. For developers looking for more information and for those who want to compile their own version of CMEV, please check out my GitHub (jakobpredin/crypto-multi-exchange-volume). Configuration CMEV comes with two configurable settings - whether base volume or quote volume is plotted and the length of the volume's EMA. By default, the base volume is used for plotting and the length of the EMA is set to 12 periods. Use cases The indicator was primarily developed in order to be able to chart using the trading pair with the longest available trading history. Due to the fast-changing preferences of where cryptoassets are traded, volumes tend to be very inconsistent and can give a distorted picture of a pairs history. For illustration, check out the SC-BTC pair from Poloniex using their native volume and compare it to the CMEV volume. The other use case is to be able to spot divergences in volume. A great example here is bitcoin's 2019 rally where volumes from derivatives exchanges are at all time highs but volumes from retail/spot exchanges are not. Supported exchanges CMEV currently supports asset pairs from the following exchanges: Binance Bitfinex Bitstamp Bittrex Coinbase Gemini Kraken Poloniex Limitations Because of the fact that CMEV is pulling data from from multiple different exchanges and is computationally intensive it can take a couple of seconds to load while charting certain cryptoasset pairs. Additionally, due to Tradingview's various limitations only a certain number of pairs can be supported at a time. By default, only pairs with a BTC or USD quote are supported and many non-unique pairs with consistently low trading volumes have been removed. For a full explanation, please refer to the docs in my GitHub (jakobpredin/crypto-multi-exchange-volume). Future of the project I plan on supporting pairs from more exchanges in the future as I see fit and as they become available for charting on Tradingview. Further, I may develop a strategy script using CMEV as its core indicator. I welcome everybody from the community to help me extend the functionality of CMEV in order to make investing in cryptoassets more transparent for everybody.
Pine Script™ indicator
by JakobPredin
1
Bar RatioBar Ratio is an indicator tool that provides real-time likelihood of the current bar closing up or down (green or red). Technical status, volatility and time are key elements in this indicator. From the open of a bar, a ratio of 50% is assumed before changes from factors are considered. The factors that change the likelihood of a bar closing up or down and their relative weight are listed below. Micro-Trend observed over the last 20 bars - up to 2.5% Macro-Trend observed over the last 70 bars - up to 2.5% Current bar price against beginning of Micro-Trend - up to 2.5% Combination of significant change above average volatility and move against direction of Micro-Trend - up to 2.5% Combination of significant change above average volatility and move against direction of Macro-Trend - up to 2.5% Previous bar direction up to 10 consecutive bars - up to 3.75% Current status of bar (higher or lower) - up to 3.75% Significance of change against average volatility - up to 5% Time until bar close - up to 25% Total: 100% If all factors are synchronised, the likelihood of the bar closing up or down can be indicated at a probability of 100%. While the practical ability for this to be used for trading is limited, the tool can be useful for choosing when it is safe to open a trade. Time is a key element as the likelihood of the bar remaining at current status by the close of the bar is constantly increasing. The accuracy of this tool is incredible and should be noted as it's primary trait. You can find and use this indicator on any time-stamp or security such as Cryptocurrency, Forex, Stocks or Indices. The Bar Ratio can be located by searching in your public indicator library at the top of your chart and adding it to your screen.
Pine Script™ indicator
by GrantPeace
6
BTC Dominance IndicatorThis script calculates the BTC dominance and adds markers as overlays on top of your crypto chart. A red "D" means "BTC dominating" and an orange "S" means "BTC submissive". In both cases further price actions are imminent. You can use this script for any crypto asset to see how it performs while btc is dominating. If you are for example trading a BTC paired asset, then this can give you a warning if BTC starts to dominate (BTC paired assets tend to dump if BTC dominates). On the other hand, you can use this as signal on USD paired cryptos if BTC dominates as USD paired cryptos tend to go with BTC. It is recommended to use additional indicators with this as it is not meant as buy/sell signalling tool.
Pine Script™ indicator
by CoinStudio
3
DBT MoMo v.4DBT MOMO Introduction: The MoMo is a TradingView indicator designed to evaluate momentum and give the user signals according to momentum shifts, strength, extensions, traps, and divergence. It’s an all in one oscillator that will make reading price action near term and long term much easier. Part One: Strength The MoMo consist of two major parts. A 3-candle back formula and a 24-candle back formula. The 3-candle back is called the Price Line (the histogram on the MoMo). The 24-candle back is called the Trend Line (the line on the MoMo). Both lines are placed into a range from 20 to -20. It can go higher than 20 or lower than -20, but this is extremely rare and short lived. A positive number indicates a bullish bias, a negative number indicates a bearish bias. When the Price or Trend line are ascending while below 0 this indicates that the bearish momentum is weakening. When the Price or Trend line are descending while above 0 this indicates that the bullish momentum is weakening. In a strong trend the Trend Line will likely flatten out around 15 or -15. While the Trend Line is flat the Price Line will likely shift rapidly, this can lead to bull and bear traps, we will discuss this in the Trap section. A rare, but powerful signal from the MoMo is when the Price and Trend Lines “pinch” and begin to move in the same direction. If this is happening the trader should be looking to follow the direction of these lines. Part Two: Extensions When both Price and Trend Lines are above 10 or below -10 this will begin to signal an extension. Purple: Indicates the bears are extended to the downside and a pullback or trend reversal upward is likely. Gold: Indicates the bulls are extended to the upside and a pullback or trend reversal downward is likely. When only the Trend Line is above 10 the MoMo will shade the upper range red. This indicates the Trend is becoming bullish or entering an extension. If the Trend Line cannot maintain above 10 for long and breaks below 10 this indicates it’s an extension and trend will most likely continue downward. When only the Trend Line is below -10 the MoMo will shade the upper range green. This indicates the Trend is becoming bearish or entering an extension. If the Trend Line cannot maintain below -10 for long and breaks above -10 this indicates it’s an extension and trend will most likely continue upward. When the green or purple shading have turned off take the lowest point, this is considered a support level or a local bottom. When the red or gold shading have turned off take the highest point, this is considered a resistance level or a local top. The trader can preemptively trade the purple or gold warnings but be warned these warnings can go on for a long time if the trend is very strong. It is the same mentality of an overbought or oversold RSI, except the MoMo extensions have a much higher strike rate. To avoid preemptively trading these extensions the trader should wait for confirmation on the Price Line and on price action. The Price Line (histogram) should be moving upward during a purple extension to begin showing a bottom. The Price Line (histogram) should be moving downward during the gold extension to begin showing a top. Part Three: Traps The relation between the Price Line and Trend Line can create trading signals for bull and bear traps. When the Trend Line is flattened out around 15 or -15, indicating a strong trend is in place, and the Price Line is rapidly moving towards the midline this may indicate a trap is forming. When the Trend Line is flat around 15 and the Price Line begins moving towards 0, if the Price Line reaches 0 or close to 0 and the Trend Line is still flat, a trap has begone. Once the Price Line shifts from decreasing (red) to increasing (green) the trap is playing out. Therefore, the trader should look to exit short positions or enter long positions. When the Trend Line is flat around -15 and the Price Line begins moving towards 0, if the Price Line reaches 0 or close to 0 and the Trend Line is still flat, a trap has begone. Once the Price Line shifts from increasing (green) to decreasing (red) the trap is playing out. Therefore, the trader should look to exit long positions or enter short positions. Part Four: Divergences The MoMo is exceptional at finding divergences with the Price Line and occasionally the Trend Line. To find a divergence with the MoMo the trader must look for when the histogram is not following price action completely. Bullish Divergence: Price makes a lower low, MoMo makes a higher low. Bearish Divergence: Price makes a higher high, MoMo makes a lower high. Hidden Bull Divergence: Price makes a higher low, MoMo makes a lower low. Hidden Bear Divergence: Price makes a lower high, MoMo makes a higher high. For Access or Questions: Private message us. Thank you.
Pine Script™ indicator
by OasisTrading
15
OBV StochasticsThis indicator uses both a standard Stochastic Oscillator based on security prices and stochastically oscillated OBV values. Explanation: Stochastics measure momentum by comparing the current closing price to its lowest and highest price over a user-defined window of n periods. Without going too in depth, traders can view the K value as the current value for the stochastic indicator and the D value as a Simple Moving Average of K values. Users can adjust the length of that Simple Moving Average through modifying the smooth D parameter in the input option menu. Traders can also define the upper and lower bounds for both sets of K and D values. These are plotted on the graph as the horizontal red (upper) line and horizontal green (lower) line. Generally, the upper line is viewed as the threshold at which a security can be considered overBought. Conversely, the lower green line is the threshold at which they can be viewed as overSold. OBV, or On-Balance Volume, is a versatile momentum indicator that we discussed in our OBV Z-Scores open-source script. That is a good place to look if you're looking to gain a better understanding of the OBV indicator. By applying the stochastic formula to the OBV, it allows us to gain a better understanding of the current OBV value relative to its historical data and display the OBV in a {0.100} bounded range of values. Plotting the standard price-based Stoch. K and D in combination with the Stoch. OBV K and D can help identify divergences and track the progression and direction of trends. For example, you can see that when the two move in opposite directions or when one significantly outpaces the other, it often hints towards an impending reversal. The Graph: As mentioned the upper and lower overbought and oversold thresholds can be adjusted by the trader and are plotted on the graph in red and green. The green oscillating line represents the Stoch. K of OBV values, while the red line symbolizes the OBV D values. The teal line is the standard Stoch. K and the orange line is the standard Stoch. D. Users have two options for background highlights. The first option is to use green highlights to show entry signals and red highlights to show exit signals. These signals are based on the criteria we have set for identifying optimal entry and exit points. This is shown in the second pane. The second option is to plot red highlights whenever Stoch. OBV K crosses the upper bound and green highlights whenever it crosses the lower bound. This is shown in the bottom pane. NOTE: Choosing this option means that signals will not be displayed in sequential entry-exit order (instead this is a good option if traders only want to identify when the security is overbought or oversold). Input Options: Traders can adjust the respective smooth K and smooth D values for both the standard stoch. and OBV stoch. Additionally, the lookback window length can be adjusted as well as the upper and lower bounds(in addition to the display options shown above). Alerts: Indicator sends alerts when entry and exit conditions are met, as well as alerts to inform traders when overbought/oversold conditions are met. Alerts can be tailored for GunBot / other automated trading platforms upon request. ~Happy Trading~
Pine Script™ indicator
by ProfitProgrammers
OBV Z-ScoresThis study calculates the On-Balance Volume (OBV) and displays it in terms of its Z-Score. OBV is a great momentum indicator . As the name suggests, OBV predicts changes in price based on the security's volume flow. Formula: if (Current Price > Previous Price) then Current OBV = Previous OBV + Current Volume if (Current Price < Previous Price) then Current OBV = Previous OBV - Current Volume if (Current Price == Previous Price) then Current OBV = Previous OBV As the formula shows, the OBV goes a step beyond just looking at the pure volume of a security. Instead, it factors in relative price action from period to period to reflect investor sentiment. As a result, we often look to the OBV to spot bullish or bearish trends while they are in the early stages of development or simply predict impending uptrends or downtrends. To make the OBV easier to visualize, we converted the value to a Z-Score. The Z-Score is a simple statistical measurement and represents the current OBV value's distance from the mean OBV value in terms of # of standard deviations. Users can adjust the values for the 2 upper bounds for Z Scores and 2 lower bounds. Additionally, the n value for z score calculation can be adjusted in the input menu. A higher n value means the z score will be based on a longer lookback period. A lower value will result in more sensitive readings. Overall, I think this is an interesting way to represent OBV values and will be a valuable leading indicator. ~Happy Trading~
Pine Script™ indicator
by ProfitProgrammers
4
SMA X RSI - by @CryptoMrDavis -Another script that might be useful for your trading setup. It use RSI and two SMA's. Happy trading +++ use this tool on your own risk. i'm not responsible for your loses +++ Show some ❤ ____________________________________________________________________________ BTC: 1GVRDK3HHr9CKM5SF2CGpCNXFuavB3L4j9 ETH: 0x7b825fa752b9926D3E8397cDb1d9E5473D074646 XMR: 41zL2SQS7zyZmwXKng2TeUWsMi5vMmkgSdDCjULUTvM6ichwm1E2ZDEYGt56zk9ghoM9bekhjycSwa8amtTcB2JiUet5jtg NEO: AXja5xPDhczfm2ujHyBfpkQAAnMsXsazmb ZEC: zcZzFkRx95cp7MtuW8wLhC5zz5RYF9QkT2uPPmhZZHc6ppXepHGgCSeAS1rtD6WFdqsM5p1gZm2gfirnrnviucsdP4aCpqU XLM: GAXUQJSW55C7MAC4GI26NZUGIKSHFDVFRFKZCXPLMPY4HCADSDT55XK6 WAVES: 3PCMkNpMHxSraTCkwV1ENcBKa9sXbVCGjQX BCH: qz57n04ud6mn42u00aymqkku8tfh0lk4jv9c28mjvv ____________________________________________________________________________ ++++ cryptotradingresource.com ++++ ____________________________________________________________________________
Pine Script™ indicator
by cryptomrdavis
QuantNomad - MA Strategy - 1 minute - ETHUSDInteresting performance for simple MA strategy on 1m ETHUSD. I used only close price and 15 SMA in it. Performance is 55% over 10 days with a drawdown of only 3.5%. Percent profitable is only 30% with almost 2k trades. For sure this won't work as a standalone strategy, with 2k trades commission and slippage will destroy all your PNL but it can be a pretty good base for a more complicated strategy with good filters. And remember: Past performance does not guarantee future results.
Pine Script™ strategy
by QuantNomad
2