Відео

Hi, self.data will bring in the dataframe that you provided when you call the backtest function afterwards, notice I am passing a df parameter somewhere to launch the backtest.

Thanks a lot. I have one more question. But I'll ask it in some other video comments section, because the doubt is related to some other matter not dealt with, in this video

Hi, thank you for sharing. I didn't spend all the time I wanted on this strategy yet, I think it is tunable still...

As is not well, but it has to be combined with other indicators (mainly trend indicators) to provide good potential.

Thank you!

Now I am perplexed I will have to go back and verify the code! but thank you for pointing this out, I guess this can be easily verified also on the plot

@@CodeTradingCafe i think i know what is wrong, the code you use is based on talib's output. You thought that ta and talib are consistent in their output signature since so much of ta is based on talib. Unfortunately they are not :( just swap ta with talib and you are good. ========================= help(talib.MACD): Outputs: macd macdsignal macdhist =========================

Makes sense, thank you for getting back, so I assume talib is being called in the background I wasn't aware of the differences!

@@CodeTradingCafe glad to help you. Love your content.

Hi, actually around +8% to +14% yearly return (so I can't buy an airplane yet). I run it on low risk setup but I can push it up to 20% yearly I just don't like risk. It runs on the daily and 4H timeframe so it's slow, around 2 signals per month.

@@CodeTradingCafe Thank you for replying

Hi, unfortunately I don't trade specific markets but you can adapt any of my codes on this channel. Good luck!

All scalping strategies are horrible except very few, it's hard to find something consistent on low timeframes.

Yes I tried it in other videos, can't remember which ones, but in the recent videos I frequently include the ATR for SL and TP levels.

On lower timeframes that would cancel most of the returns, on 4H and daily it's good, actually the commission I added 0.002 is relatively large and covers for spread and slippage)

Hi, thank you for sharing, yes I am still following up a bit. Good point I actually have another vid on the Fibonacci entry levels we can combine both videos/codes I guess.

@@CodeTradingCafe Thank you for the reply. I sent you an email to you. Please check and let me know.

Hi, it can be translated but I don't do pinescript myself (try with chat GPT it might help)

Thank you for your support, good luck!

Glad it helped! thank you for your support!

Yes but these strategies can be deployed on multiple assets at the same time so you can trade for instance 30 assets in parallel.

Hi, thank you for your comment. To be honest I was always intrigued by different grid systems, and as I mentioned in the video I once did over 1000% returns in just 6 weeks (real money account, trading manually though), I got lucky the market was ranging with no trend during that time. I would very much consider revisiting these systems I will do a small bibliography around it. For slippage and fees I think the easiest and best solution is increase timeframe, higher timeframes include larger movements that can easily cover trading fees and slippage. My personal trading is very simple, price action patterns combined with candles patterns on the 4H and daily timeframes, slow but safe. Good luck!

@@CodeTradingCafe you got me thinking some more about this. I know you trade FX, like I've tended to, however... I've been concerned about the speed of moves and news at certain times. Perhaps trading a basket of stocks and/or hedging going into news might make this a safer trading strategy. Inversely correlated instruments might also help with drawdown.

I think hedging and triangulation is another world of trading it has a different set of rules on its own, I am not an expert on this but I will revisit few books see if I can dig anything interesting.

Hi, thank you, the code is in the link in the description

@@CodeTradingCafe Thanks for the reply. Tried the code shows error

Hi, really sorry I am not familiar with the indian market, but if you like a strategy here you can adapt easily to any asset you are trading.

Hi, really sorry I am not familiar with the indian market, but if you like a strategy here you can adapt easily to any asset you are trading.

Thank you so much 😀 your support is much appreciated! Good luck for your coding... and trading.

Hi, thank you for sharing, I understand your point I do agree partially though. The buy and hold strategy works only on increasing assets, imagine I tried the same strategy on a different stock or a forex that went down so basically the buy and hold will be in the negative, I avoid taking it as a reference. I do agree though that the number of trades is low however I have read many professional traders books and they do have this kind of "selective" strategies too, the solution is to run the strategy on multiple assets at the same time.

and my channel loves you :) thank you for your support

Any market might work and might not, we need to try it, but yes I think forex is a good start.

I could code it, is it freely accessible somewhere?

Thank you for pointing this out. But I am afraid the total number of trades is low so this is not very accurate we would have to test it on different assets as well.

Thanks for sharing, not a swift expert but I guess the algorithm is the same. Good luck!

Hi yes I agree, there is another video showing more realistic analysis check it out ua-cam.com/video/lhrCz6t7rmQ/v-deo.html

Hi, yes I suffered from swap at some point with Oanda, and sometimes swap can be positive meaning you earn on the opened trades! yes it's a small interest for some forex pairs and in one direction for example on USDCHF if you buy/long you get interest but if you short you pay interest... anyway to get rid of this check in your region if Oanda has other types of accounts that don't make you pay swap or overnight fees, if not check other brokers as well, my friend uses CFI in the MiddleEast region he can leave Forex trades opened for 3 month with no additional fees!

@@CodeTradingCafe Thank you for the explanation! It makes a lot of sense. I am currently working an a BTCUSD Trading Bot and it got great results in the backtests over the last 4 years. The strange thing is, that i have to pay swap for going long and short. I will probably have to switch the broker, but that should not be that big of a deal.

Hi, this is not a strategy, it's 2 indicators combined, there is a lot to consider when you need to backtest including the trade management part. You need to provide more details like the length of the RSI, the length of the MA of the RSI, when RSI above MA are we talking exactly about when the RSI crosses above the MA?... If you decide to code strategies, the advantage you will gain is thinking in details :) I strongly encourage you to try, your whole trading experience will change. Edit: sorry I just noticed how long my message is.

@@CodeTradingCafe thanks for your reply. Yes, I am working on strategy based on these 2 indicators to take entry.

Hi, yes the TP values are not aligned with the trades and the TP distances, recheck the conditions why and how are these values messed up, so it's basically the values of TP and sL you need to recheck the rules and make sure the values are computer correctly.

Price prediction is a long shot, I did try xgboost for trend category prediction it's also complicated, simple methods work better!

Thank you !

Thank you for your support, I am just on python no other coding languages for now :)

Open Jupyter notebook and try to load/open the file from there.

I agree it doesn't seem robust enough to me, can be revisited with mods later on maybe.

Thank you for your support, we're not aware of UM

What's up with spammers trying to promote this unheard of unimantic? Leave us alone, no one wants to buy your crappy unimantic

Glad you like them! Thank you for your support. Actually yes the error you are encountering is related to the names of the columns, for example if the title of the column is LOW you to change all the occurrences of low to LOW... just as you did, now since you are still getting the error it means that there is still an unchanged 'low' somewhere in your code. Check it out again and let me know if it works.

@@CodeTradingCafe Thank you for your response and help with this! I've looked through the code again and all instances seem to be correct, but I am still getting the error. I can email you a screenshot of the error message if you think that would help?

Send me a screenshot maybe I can figure it out

@@CodeTradingCafe Thank you very much Sir, I really appreciate it!

My pleasure! Thank you for your constant support, you always bring something nice into the comments :) enjoy coding and Good luck.

Great to hear! Coding is always good bringing new ideas I find it stimulating.

I've just looked up her full name on my browser and found her webpage without sweat, very much appreciate this

It's unexpected to come across her name here. She understands every beginner’s intention and fix you to a trading course that matches your capacity, she knows her stuff! Her advice has been invaluable to my trading journey. Definitely worth giving a shot!

It is really refreshing to see a comment about Flora. I have worked with her also for months now, reached out after reading more about her on the internet. she simplifies matters, whether it's a market surge or drop; her approach consistently keeps you ahead of the trend, She's a guru i'll say

Investing has proven to be an incredibly beneficial decision. My cryptocurrency profits continue to play a substantial role in growing my overall wealth, reducing my reliance on my salary

Nice to see this here, Flora Legziel's understanding of market indicators is impressive. She knows exactly when to enter and exit trades for maximum profit. her siignals are top notch

Hi thank you, I was actually willing to try 1H I don't remember I have made any video here using 1H timeframe...

Following code could be used: def calculate_max_drawdown(data): # Calculate daily returns data['Daily Return'] = data['Adj Close'].pct_change() # Calculate cumulative returns data['Cumulative Return'] = (1 + data['Daily Return']).cumprod() # Calculate the running maximum data['Running Max'] = data['Cumulative Return'].cummax() # Calculate drawdown data['Drawdown'] = data['Cumulative Return'] / data['Running Max'] - 1 # Calculate the maximum drawdown max_drawdown = data['Drawdown'].min() return round(max_drawdown * 100, 2)

That's a good point, sometimes B&H seems better in returns but might be risky in DD, we can easily run a backtest just buying at the beginning of the dataframe and holding till the end of the test. Thank you for the code as well!

Hi, I have few videos on this, live trading bot running from python, check this one for example: ua-cam.com/video/bZhtvvFm17A/v-deo.html

Thank you! yes I am not a fan of minutes timeframes but I could test it on 30M or lower for example, if anything interesting I will get back with a video.

Good luck! and thank you for sharing!