from datetime import datetime import backtrader as bt # Create a subclass of Strategy to define the indicators and logic class SmaCross(bt.Strategy):     # list of parameters which are configurable for the strategy     params = dict(         pfast=10,  # period for the fast moving average         pslow=30   # period for the slow moving average     )     def init(self):         sma1 = bt.ind.SMA(period=self.p.pfast)  # fast moving average         sma2 = bt.ind.SMA(period=self.p.pslow)  # slow moving average         self.crossover = bt.ind.CrossOver(sma1, sma2)  # crossover signal     def next(self):         if not self.position:  # not in the market             if self.crossover > 0:  # if fast crosses slow to the upside                 self.buy()  # enter long         elif self.crossover < 0:  # in the market & cross to the downside             self.close()  # close long position cerebro = bt.Cerebro()  # create a "Cerebro" engine instance # Create a data feed data = bt.feeds.YahooFinanceData(dataname='MSFT',                                  fromdate=datetime(2011, 1, 1),                                  todate=datetime(2012, 12, 31)) cerebro.adddata(data)  # Add the data feed cerebro.addstrategy(SmaCross)  # Add the trading strategy cerebro.run()  # run it all cerebro.plot()  # and plot it with a single command

It uses several parameters such as Initial Volume, Stop Loss, Take Profit, Trailing Stop Loss, and Spread Limit to execute trades on the market. The robot has a random trade type generator that can either select a buy or sell trade. The robot also has a closed position event handler that will execute a new trade if the previous one closed with a profit, or will double the volume of the previous trade if the previous one closed with a loss. Additionally, it stops the bot if it runs out of money. Tip: Run extended optimization to get better parameters, at least 2 years. The print values ​​are for only 1 week.

The most faster Bot for Day Trader Indicators in Bot: RSI + ParabolicSAR + OBV With Trailing Stop Bot close positions if has been open for more than 2 hour. Bot open new positions only between 6AM and 7PM (server hour).

welcome volume

- This cBots works with EURUSD, AUDUSD, EURAUD, EURGBP, GBPUSD, NZDUSD, USDCAD, USDCHF, USDJPY - TimeFrame 4h - Not use StopLoss and for this reason you need to set lots carefully Here some example screen of backtesting   Here the settings EurUsd takeProfit: 15 stopLoss: 100000 hourEnter: 2 hourExit: 23 fastPeriod: 55 slowPeriod: 250 lots: check in lots section maxOrder: 2 (depends how many MAX orders you want to have open in the same time) stochLength: 19 stochParams: 2 AudUsd takeProfit: 7 stopLoss: 100000 hourEnter: 5 hourExit: 19 fastPeriod: 45 slowPeriod: 210 lots: check in lots section maxOrder: 2 (depends how many MAX orders you want to have open in the same time) stochLength: 16 stochParams: 2 EurAud takeProfit: 31 stopLoss: 100000 hourEnter: 6 hourExit: 20 fastPeriod: 65 slowPeriod: 250 lots: check in lots section maxOrder: 2 (depends how many MAX orders you want to have open in the same time) stochLength: 23 stochParams: 6 EurGbp takeProfit: 19 stopLoss: 100000 hourEnter: 2 hourExit: 23 fastPeriod: 45 slowPeriod: 260 lots: check in lots section maxOrder: 2 (depends how many MAX orders you want to have open in the same time) stochLength: 7 stochParams: 2 GbpUsd takeProfit: 15 stopLoss: 100000 hourEnter: 0 hourExit: 21 fastPeriod: 45 slowPeriod: 110 lots: check in lots section maxOrder: 2 (depends how many MAX orders you want to have open in the same time) stochLength: 9 stochParams: 3 NzdUsd takeProfit: 9 stopLoss: 100000 hourEnter: 9 hourExit: 23 fastPeriod: 20 slowPeriod: 210 lots: check in lots section maxOrder: 2 (depends how many MAX orders you want to have open in the same time) stochLength: 19 stochParams: 3 UsdCad takeProfit: 11 stopLoss: 100000 hourEnter: 9 hourExit: 18 fastPeriod: 25 slowPeriod: 240 lots: check in lots section maxOrder: 2 (depends how many MAX orders you want to have open in the same time) stochLength: 24 stochParams: 3 UsdChf takeProfit: 17 stopLoss: 100000 hourEnter: 8 hourExit: 19 fastPeriod: 45 slowPeriod: 260 lots: check in lots section maxOrder: 2 (depends how many MAX orders you want to have open in the same time) stochLength: 17 stochParams: 5 UsdJpy takeProfit: 8 stopLoss: 100000 hourEnter: 4 hourExit: 17 fastPeriod: 50 slowPeriod: 130 lots: check in lots section maxOrder: 2 (depends how many MAX orders you want to have open in the same time) stochLength: 15 stochParams: 3 Lots to use by your account balance: from: 100$  to: 500$  use 0.01 lots from: 500$  to: 1.000$  use 0.03 lots   from: 1.000$  to: 2.000$  use 0.06 lots from: 2.000$  to: 5.000$  use 0.1 lots from: 5.000$  to: 10.000$  use 0.3 lots from: 10.000$  to: 15.000$  use 0.5 lots from: 15.000$  to: 20.000$  use 1 lots  from: 20.000$ + use 2 lots  and add 1 lot for each 10k   To respect this rules it's important for your money management! Don't rush, let the money work for you! 

- The robot only works on AUDCHF M15 timeframe. - Please visit http://fx4u.net/robot/audchf-m15-price-action/ to download Gold backtest version. Price Action Strategy: There are 2 signals to open a BUY order (opposite for a SELL order): 1. When the price is fluctuating in an uptrend band, open an order when the price returns to the old bottom and add some sufficient conditions. 2. In a marked uptrend, open an order when the price breaks above the top of a neighboring price and add some sufficient conditions. - Stop loss: All trades have a stop loss. It relies on the Fractal indicator or the Supertrend indicator or the neighboring price zone. - Take profit: All transactions have a set takeprofit. It is based on the Fractal indicator or the neighboring price zone or an optimal ratio. - Capital management: Each entry signal is only one order. With 1 stop loss, and multiple take profit levels to maximize profits. Also relies on Kelly's capital management method to bet higher amounts on orders that are likely to yield larger returns. - Robots are improved every day for better performance. - I provide a FREE version for all my robots. With the Free version: The maximum loss amount in 1 order is 50usd and  the number of orders is limited. To not be limited, please contact https://t.me/vnfx4u to purchase the full version. - Visit https://ctrader.com/users/profile/55833 to see my other robots. Backtest data: Version: Gold; Broker: Icmarkets; Data: Tick data from server (accurate); Commission: 30 - 9 consecutive years of profit. if trading with 2.5% risk, the profit is about 180% per year. - Backtest From 19 Jan 2014 - 24 Dec 2022 with tick data.We have a profit of about 1,560,000 usd with an initial capital of 10,000 usd if we place a 2.5% risk per order. The maximum Balance Drawdown is about 15%. This profit is equivalent to 180% per year. - Backtest From 19 Jan 2014 - 24 Dec 2022 with tick data.We have a profit of about 1,560,000 usd with an initial capital of 10,000 usd if we place a 2.5% risk per order. The maximum Balance Drawdown is about 15%. This profit is equivalent to 180% per year. - Backtest From 19 Jan 2014 - 24 Dec 2022 with tick data.We have a profit of about 1,560,000 usd with an initial capital of 10,000 usd if we place a 2.5% risk per order. The maximum Balance Drawdown is about 15%. This profit is equivalent to 180% per year. - Backtest From 19 Jan 2014 - 24 Dec 2022 with tick data. We have a profit of about 121,000 usd if we place a fixed 500 usd/order (equivalent to 242R for 9 years). This profit is equivalent to 2.2R per month. - Backtest From 19 Jan 2014 - 24 Dec 2022 with tick data. We have a profit of about 121,000 usd if we place a fixed 500 usd/order (equivalent to 242R for 9 years). This profit is equivalent to 2.2R per month. - Backtest From 19 Jan 2014 - 24 Dec 2022 with tick data. We have a profit of about 121,000 usd if we place a fixed 500 usd/order (equivalent to 242R for 9 years). This profit is equivalent to 2.2R per month.  

- The robot only works on CADJPY M15 timeframe. - Please visit http://fx4u.net/robot/cadjpy-m15-price-action/ to download Platinum backtest version. Price Action Strategy: There are 3 signals to open a BUY order (opposite for a SELL order): 1. In a large uptrend, open an order when a small uptrend appears and add some sufficient conditions. 2. When the price is fluctuating in an uptrend band, open an order when the price returns to the old bottom and add some sufficient conditions. 3. In a marked uptrend, open an order when the price breaks above the top of a neighboring price and add some sufficient conditions. - Stop loss: All trades have a stop loss. It relies on the Fractal indicator or the Supertrend indicator or the neighboring price zone. - Take profit: All transactions have a set takeprofit. It is based on the Fractal indicator or the neighboring price zone or an optimal ratio. - Capital management: Each entry signal is only one order. With 1 stop loss, and multiple take profit levels to maximize profits. Also relies on Kelly's capital management method to bet higher amounts on orders that are likely to yield larger returns. - Robots are improved every day for better performance. - I provide a FREE version for all my robots. With the Free version: The maximum loss amount in 1 order is 50usd and  the number of orders is limited. To not be limited, please contact https://t.me/vnfx4u to purchase the full version. - Visit https://ctrader.com/users/profile/55833 to see my other robots. Backtest data: Version: Platinum; Broker: Icmarkets; Data: Tick data from server (accurate); Commission: 30 - 9 consecutive years of profit. if trading with 2.5% risk, the profit is about 250% per year. - Backtest From 19 Jan 2014 - 24 Dec 2022 with tick data.We have a profit of about 3,000,000 usd with an initial capital of 1,000 usd if we place a 2.5% risk per order. The maximum Balance Drawdown is about 19%. This profit is equivalent to 250% per year. - Backtest From 19 Jan 2014 - 24 Dec 2022 with tick data.We have a profit of about 3,000,000 usd with an initial capital of 1,000 usd if we place a 2.5% risk per order. The maximum Balance Drawdown is about 19%. This profit is equivalent to 250% per year. - Backtest From 19 Jan 2014 - 24 Dec 2022 with tick data.We have a profit of about 3,000,000 usd with an initial capital of 1,000 usd if we place a 2.5% risk per order. The maximum Balance Drawdown is about 19%. This profit is equivalent to 250% per year. - Backtest From 19 Jan 2014 - 24 Dec 2022 with tick data. We have a profit of about 223,000 usd if we place a fixed 500 usd/order (equivalent to 446R for 9 years). This profit is equivalent to 4.1R per month. - Backtest From 19 Jan 2014 - 24 Dec 2022 with tick data. We have a profit of about 223,000 usd if we place a fixed 500 usd/order (equivalent to 446R for 9 years). This profit is equivalent to 4.1R per month. - Backtest From 19 Jan 2014 - 24 Dec 2022 with tick data. We have a profit of about 223,000 usd if we place a fixed 500 usd/order (equivalent to 446R for 9 years). This profit is equivalent to 4.1R per month.

- The robot only works on GBPUSD M15 timeframe. - Please visit http://fx4u.net/robot/gbpusd-m15-price-action/ to download Diamond backtest version. Price Action Strategy: There are 4 signals to open a BUY order (opposite for a SELL order): 1. In a large uptrend, open an order when a small uptrend appears and add some sufficient conditions. 2. When the price is fluctuating in an uptrend band, open an order when the price returns to the old bottom and add some sufficient conditions. 3. In a marked uptrend, open an order when the price breaks above the top of a neighboring price and add some sufficient conditions.. 4. When the price reaches the bottom of a large area, open an order when the price breaks above the top of a minor trend and add some sufficient conditions. - Stop loss: All trades have a stop loss. It relies on the Fractal indicator or the Supertrend indicator or the neighboring price zone. - Take profit: All transactions have a set takeprofit. It is based on the Fractal indicator or the neighboring price zone or an optimal ratio. - Capital management: Each entry signal is only one order. Move stop loss dynamically when price moves in the right direction. Take profits continuously when the price moves in the right direction to maximize profits. Also relies on Kelly's capital management method to bet higher amounts on orders that are likely to yield larger returns and vice versa. - Robots are improved every day for better performance. - I provide a FREE version for all my robots. With the Free version: The maximum loss amount in 1 order is 50usd and  the number of orders is limited. To not be limited, please contact https://t.me/vnfx4u to purchase the full version. - Visit https://ctrader.com/users/profile/55833 to see my other robots. Backtest data: Version: Diamond; Broker: Icmarkets; Data: Tick data from server (accurate); Commission: 30 - 9 consecutive years of profit. if trading with 2% risk, the profit is about 450% per year (You can backtest every year to see the annual profit) - Backtest From 19 Jan 2014 - 11 Jan 2023. We have a profit of about 14,236,000 usd with an initial capital of 1,000 usd if we place a 2% risk per order. The maximum Balance Drawdown is about 17.3%. This profit is equivalent to 450% per year. - Backtest From 19 Jan 2014 - 11 Jan 2023. We have a profit of about 14,236,000 usd with an initial capital of 1,000 usd if we place a 2% risk per order. The maximum Balance Drawdown is about 17.3%. This profit is equivalent to 450% per year. - Backtest From 19 Jan 2014 - 11 Jan 2023. We have a profit of about 14,236,000 usd with an initial capital of 1,000 usd if we place a 2% risk per order. The maximum Balance Drawdown is about 17.3%. This profit is equivalent to 450% per year. - Backtest From 19 Jan 2014 - 11 Jan 2023. We have a profit of about 346,600 usd if we place a fixed 500 usd per order (equivalent to 693R for 9 years). This profit is equivalent to 6.4R per month. - Backtest From 19 Jan 2014 - 11 Jan 2023. We have a profit of about 346,600 usd if we place a fixed 500 usd per order (equivalent to 693R for 9 years). This profit is equivalent to 6.4R per month. - Backtest From 19 Jan 2014 - 11 Jan 2023. We have a profit of about 346,600 usd if we place a fixed 500 usd per order (equivalent to 693R for 9 years). This profit is equivalent to 6.4R per month.      

Alpilean is a weight reduction pill that assists you with consuming fat by focusing on your internal heat level. It works by expanding digestion and controlling your hunger. The fixings in the enhancement help to diminish fat cells and increment the development of brown fat tissue (BAT). BAT has been distinguished to be areas of strength for an in expanding thermogenesis in the body, which is the most common way of consuming calories. Alpilean is the principal weight reduction supplement made in the USA under FDA and GMP-managed offices. The fixings are unadulterated, regular, and tried for security. The cases are made with an exclusive mix of regular fixings that assist you with getting more fit and increment energy levels. Alpilean works by raising your internal heat level, which makes the fat-consuming cycle inside your body actuate. Alpilean is the main weight reduction supplement that utilizes this one of a kind and demonstrated logical guideline to assist you with diminishing your weight. It contains all-normal fixings that cooperate to raise your inward internal heat level and increment your digestion, along these lines supporting your weight reduction endeavors. The review uncovered that thin individuals have a generally higher internal heat level when contrasted with fat. Less fatty individuals have more body heat, which assists them with consuming fat quicker. This is on the grounds that the more intensity you have in your body, the quicker your digestion works and subsequently assists you with getting thinner. Alpilean utilizes this standard to assist you with shedding pounds quick. With its extraordinary normal fixings (counting Brilliant Green growth and Drumstick Leaf), Alpilean can raise your inward internal heat level. This, thusly, actuates the fat-consuming cycle in your body. Consequently you can lose more weight than expected. Alpilean is a powerful weight reduction supplement that works by initiating your digestion and working on your stomach related framework. It's made with 100 percent normal fixings and is non-GMO, so you can feel significantly better about utilizing it while you're attempting to lose weight.The item's site and the bundling both contain a total rundown of fixings. It's really smart to investigate the Reddit strings and remarks around Alpilean prior to putting resources into it. Many individuals post their outcomes from utilizing the enhancement, and this can assist you with deciding if it merits your cash. Certain individuals say that Alpilean assisted them with thinning down, while others say it didn't help them with their weight issues. Some even say it merited the cash, yet there are a lot of commentators who disagree with that opinion. It's likewise essential to take note of that despite the fact that Alpilean is irrefutably a top notch supplement, there are different choices out there that might be more qualified for your requirements. https://www.outlookindia.com/outlook-spotlight/alpilean-reviews-fake-or-legit-what-customers-are-saying-alpine-ice-hack--news-244567

- The robot only works on EURAUD M15 timeframe. - Please visit http://fx4u.net/robot/euraud-m15-price-action/ to download Platinum backtest version. Price Action Strategy: There are 3 signals to open a BUY order (opposite for a SELL order): 1. In a large uptrend, open an order when a small uptrend appears and add some sufficient conditions. 2. When the price is fluctuating in an uptrend band, open an order when the price returns to the old bottom and add some sufficient conditions. 3. In a marked uptrend, open an order when the price breaks above the top of a neighboring price and add some sufficient conditions. - Stop loss: All trades have a stop loss. It relies on the Fractal indicator or the Supertrend indicator or the neighboring price zone. - Take profit: All transactions have a set takeprofit. It is based on the Fractal indicator or the neighboring price zone or an optimal ratio. - Capital management: Each entry signal is only one order. With 1 stop loss, and multiple take profit levels to maximize profits. Also relies on Kelly's capital management method to bet higher amounts on orders that are likely to yield larger returns and vice versa. - Robots are improved every day for better performance. - I provide a FREE version for all my robots. With the Free version: The maximum loss amount in 1 order is 50usd and  the number of orders is limited. To not be limited, please contact https://t.me/vnfx4u to purchase the full version. - Visit https://ctrader.com/users/profile/55833 to see my other robots. Backtest data: Version: Platinum; Broker: Icmarkets; Data: Tick data from server (accurate); Commission: 30 - 9 consecutive years of profit. if trading with 2% risk, the profit is about 260% per year (You can backtest every year to see the annual profit). - Backtest From 19 Jan 2014 - 13 Jan 2023. We have a profit of about 2,125,000 usd with an initial capital of 1,000 usd if we place a 2% risk per order. The maximum Balance Drawdown is about 11.7%. This profit is equivalent to 260% per year. - Backtest From 19 Jan 2014 - 13 Jan 2023. We have a profit of about 2,125,000 usd with an initial capital of 1,000 usd if we place a 2% risk per order. The maximum Balance Drawdown is about 11.7%. This profit is equivalent to 260% per year. - Backtest From 19 Jan 2014 - 13 Jan 2023. We have a profit of about 2,125,000 usd with an initial capital of 1,000 usd if we place a 2% risk per order. The maximum Balance Drawdown is about 11.7%. This profit is equivalent to 260% per year. - Backtest From 19 Jan 2014 - 13 Jan 2023. We have a profit of about 246,000 usd if we place a fixed 500 usd per order (equivalent to 492R for 9 years). This profit is equivalent to 4.5R per month.  - Backtest From 19 Jan 2014 - 13 Jan 2023. We have a profit of about 246,000 usd if we place a fixed 500 usd per order (equivalent to 492R for 9 years). This profit is equivalent to 4.5R per month.  - Backtest From 19 Jan 2014 - 13 Jan 2023. We have a profit of about 246,000 usd if we place a fixed 500 usd per order (equivalent to 492R for 9 years). This profit is equivalent to 4.5R per month. 

Alpilean is a weight reduction pill that assists you with consuming fat by focusing on your internal heat level. It works by expanding digestion and controlling your hunger. The fixings in the enhancement help to diminish fat cells and increment the development of brown fat tissue (BAT). BAT has been distinguished to be areas of strength for an in expanding thermogenesis in the body, which is the most common way of consuming calories. Alpilean is the principal weight reduction supplement made in the USA under FDA and GMP-managed offices. The fixings are unadulterated, regular, and tried for security. The cases are made with an exclusive mix of regular fixings that assist you with getting more fit and increment energy levels. Alpilean works by raising your internal heat level, which makes the fat-consuming cycle inside your body actuate. Alpilean is the main weight reduction supplement that utilizes this one of a kind and demonstrated logical guideline to assist you with diminishing your weight. It contains all-normal fixings that cooperate to raise your inward internal heat level and increment your digestion, along these lines supporting your weight reduction endeavors. The review uncovered that thin individuals have a generally higher internal heat level when contrasted with fat. Less fatty individuals have more body heat, which assists them with consuming fat quicker. This is on the grounds that the more intensity you have in your body, the quicker your digestion works and subsequently assists you with getting thinner. Alpilean utilizes this standard to assist you with shedding pounds quick. With its extraordinary normal fixings (counting Brilliant Green growth and Drumstick Leaf), Alpilean can raise your inward internal heat level. This, thusly, actuates the fat-consuming cycle in your body. Consequently you can lose more weight than expected. Alpilean is a powerful weight reduction supplement that works by initiating your digestion and working on your stomach related framework. It's made with 100 percent normal fixings and is non-GMO, so you can feel significantly better about utilizing it while you're attempting to lose weight.The item's site and the bundling both contain a total rundown of fixings. It's really smart to investigate the Reddit strings and remarks around Alpilean prior to putting resources into it. Many individuals post their outcomes from utilizing the enhancement, and this can assist you with deciding if it merits your cash. Certain individuals say that Alpilean assisted them with thinning down, while others say it didn't help them with their weight issues. Some even say it merited the cash, yet there are a lot of commentators who disagree with that opinion. It's likewise essential to take note of that despite the fact that Alpilean is irrefutably a top notch supplement, there are different choices out there that might be more qualified for your requirements. https://www.ndtv.com/health/alpilean-reviews-fake-promises-or-real-weight-loss-benefits-3544045

Alpilean is a weight reduction pill that assists you with consuming fat by focusing on your internal heat level. It works by expanding digestion and controlling your hunger. The fixings in the enhancement help to diminish fat cells and increment the development of brown fat tissue (BAT). BAT has been distinguished to be areas of strength for an in expanding thermogenesis in the body, which is the most common way of consuming calories. Alpilean is the principal weight reduction supplement made in the USA under FDA and GMP-managed offices. The fixings are unadulterated, regular, and tried for security. The cases are made with an exclusive mix of regular fixings that assist you with getting more fit and increment energy levels. Alpilean works by raising your internal heat level, which makes the fat-consuming cycle inside your body actuate. Alpilean is the main weight reduction supplement that utilizes this one of a kind and demonstrated logical guideline to assist you with diminishing your weight. It contains all-normal fixings that cooperate to raise your inward internal heat level and increment your digestion, along these lines supporting your weight reduction endeavors. The review uncovered that thin individuals have a generally higher internal heat level when contrasted with fat. Less fatty individuals have more body heat, which assists them with consuming fat quicker. This is on the grounds that the more intensity you have in your body, the quicker your digestion works and subsequently assists you with getting thinner. Alpilean utilizes this standard to assist you with shedding pounds quick. With its extraordinary normal fixings (counting Brilliant Green growth and Drumstick Leaf), Alpilean can raise your inward internal heat level. This, thusly, actuates the fat-consuming cycle in your body. Consequently you can lose more weight than expected. Alpilean is a powerful weight reduction supplement that works by initiating your digestion and working on your stomach related framework. It's made with 100 percent normal fixings and is non-GMO, so you can feel significantly better about utilizing it while you're attempting to lose weight.The item's site and the bundling both contain a total rundown of fixings. It's really smart to investigate the Reddit strings and remarks around Alpilean prior to putting resources into it. Many individuals post their outcomes from utilizing the enhancement, and this can assist you with deciding if it merits your cash. Certain individuals say that Alpilean assisted them with thinning down, while others say it didn't help them with their weight issues. Some even say it merited the cash, yet there are a lot of commentators who disagree with that opinion. It's likewise essential to take note of that despite the fact that Alpilean is irrefutably a top notch supplement, there are different choices out there that might be more qualified for your requirements. https://www.amny.com/sponsored/alpilean-reviews/