Will have a lot more . I really like this api

Thanks a lot yeah ai videos are in maybe I'll do an NBA one... Appreciate the comments

My Github is not organized at all. I started for every new video putting the link to it. I want to organize it, but haven't got to it. All my new videos have a link. github.com/adidror005/youtube-videos

Damn I can't find code link to this video. In all new videos I have code.

@@MLAlgoTrader No worries. I really appreciate your work in these videos.

Do you mean like in the prompt describing more clearly what you want for positive neutral and bearish?

​@@MLAlgoTrader Yes, I would add the prompt at the begining of each text, something like "Classify the text messages to 1. positive, explanation: xxxxxxx. Example: xxxxx 2. negative, explanation:xxxx, example:xxxxxx. the message is "Tesla's market cap soared to over $1 trillion ...""

For some llms it does better even that way before fine tuning but fine tuning makes that less necessary. Check out deeplearning.ai course on llama index he does it similar to what you suggest

@@MLAlgoTrader Thank you so much.❤

Yeah but the Google ads thing is weird Idk I got like no traffic for a bit . I only used 4$ at least haha

Thanks for your comments also I always appreciate the

Everything is compatible with everything if you are willing to waste a few weeks on it haha nothing is compatible with async things...Streamlit is also a pain. I think continuous updates are a pain. Let me see if I can get it to work before I open my mouth ... With streamlit I can I assume dash is a little easier .

@@MLAlgoTrader AFAIR Ewald (RIP) suggested FAST API as the web UI platform compatible with ib_insync.

To be honest, I always loved Tableau, but after a while you need a bit more meat + Tableau costs if you are not part of a company. What is cool is you can also share apps with pythonanywhere.com.

Hey so this is the thing by default Quantlib only works on a daily granularity so you should think of day of expiry as close day before expiry. There is a way to build Quantlib for intraday. See this. I did the intraday install once before if I have time I can make a video on it but don't expect one in next 6 weeks since I don't have much time because moving. quant.stackexchange.com/questions/73298/how-do-you-handle-non-integer-time-intervals-in-quantlib-for-options-pricing-ie

Really I never had this issue. Demo or real account ?

@@MLAlgoTrader paper, demo account

Paper accounts sometimes do weird things to be honest.

Thanks sorry for late response. Yeah wap could be more accurate but sometimes they are similar if you use 5 second bars lol.

Thank you!

Hey sorry for late response. You mean after cross validation you are asking if you should retrain . I usually do that but be careful too much parameter grid search can be overfitting too. It is like lottery ticket you try enough combos you can get one right lol

Now need to do the voice one lol

Thanks for your comment. I use that for 5 sec bar dollar bars. There might be some minor difference but historical tick data on ibkr I'm not a fan ... Live is amazing...so prefer using 5 sec anyways.

Thanks a lot

Thanks a lot

You mean what stops us from being broke? Honestly a few months ago I let emotions get in the way not just algorithms and I suffered a scary loss. So now I'm never letting manual trading get in way again...

Hey, I am not sure what you mean? Want to show example? I can send many orders except for option partial fills. Thanks

@@MLAlgoTrader On the chart and in TWS it only shows the order entry on the chart. For some reason it does not place the other two.. Debug shows all correct just for some reason never gets through. I could show you but I don't know how.

Can you show what ib.openTrades() outputs? Oh you mean it places the parent, but not the children? The children should have status "presubmitted" and only submitted when parent fills.

@@MLAlgoTrader Interesting they are there in open orders, just not visible in TWS. They require the parent to fill before being placed? The parent isn't even transmitted.. When I print the for loop the stop order is missing the transmit=true.

@@Slap_it_in I am not sure they are open it needs to say presubmitted. Note demo accounts are weird sometimes. Transmit = True just means that is when all the other orders are submitted so you keep transmit = False for parent and limit and have transmit=True for stop. This means that that parent and limit wait to be submitted until the stop is submitted so we don't have an order filling before setting everything up

You mean for the GUI? Ipywidgets. For the RAG/LLM Agents I am using Llama INdex

And jupyter notebook not jupyerlab. Ipywidgets has some bugs with newer jupyerlabs

Amazing comment as always!

Thanks Afek

Can you try sending a message on Twitter.

Thank you !

Thanks...!!!

I appreciate your kind words! We will see what the future holds. Options video will definitely have their place.

Haha what was funny ? 😂

All the stocks ! You have a max amount of subscriptions but you can use a scanner ? For what purpose ?

Do I have to take max subscription while doing using scan

Not sure I understand. Maybe I'll ask it another way. Big picture, what do you want to try to do and I'll see if I have a solution.

Look I want to retrieve instruments details of stock,future,option from any exchange around so that I can trade in different currency dynamically it should not be hard coded. After the instruments is retrieved it will have shortlist the best performing stocks

And I am not able to retrieve all the listed instruments from any exchange please help me to do so

Ok so unfortunately it might be hard to get the kind of data on a real tick level historically with ibkr I think, but I need to double check..You get bid and ask data separately from trade and although you get all ticks it is hard to match between them. I'll need to check this sometime. With live data yes you can absolutely do it I think but you will have to store it yourself every day and then do research. But I thought of these and auction/tick imbalances stuff like that but it is hard to get a lot of historical data on it.

@@MLAlgoTrader Thanks for the reply , yes it will be on live data . if you see the time and sales we do have color codes indicating if the stock was purchased higher then the ask price via green ,when bought on bid white and sold below bid price red .Mostly they are market orders trying to move the market either up or down .I was just thinking how can you track those market moves. Can comparison of tick data vs bid or ask at that moment price can show any information ?I will try to observe when market opens tomorrow too. This is just to scalp quick in out entry exit strategy .

Let me know if you find something I'll let you know also but not sure I'll have time to look anytime soon

@@MLAlgoTrader Sure ,I just started to explore TWS API .Long journey still .Your videos are really helping a lot .Thanks again for putting so much effort and sharing it .

@@PSVDEVAN22 To be clear I am using ib_async which was ib_insnyc a, open source library with thousands of users, but the creator passed unfortunately. IBKR has an official TWS api, but much harder to use for beginners and I recommend anyways doing this first since this fits well with Alpaca for example.

Thanks market is closed now so tomorrow video will be more useful haha 😂

@@MLAlgoTrader Thank you

Awesome, thank you!

Always down for new idea but I don't know if I can get to that soon..I had an idea to do text summarization which can be done in a similar architecture way to machine translation but different metrics of course.

What I mean is I am willing but probably can't do it in next two months. What languages were you thinking just wondering?

@@MLAlgoTrader English to urdu language

Thanks again!

I don't know if this is possible, but I haven't tried . If I get a second PC I'll try lol but I have one half working one at moment.

I would love to but don't know when I will have time. I recommend maybe getting started with anaconda ? The gamma stuff isn't begginers haha 😂 but yeah noted your request on to do list eventually I get to everything

Thanks a lot.

😂😂 You couldn't have watched it yet lol.

@@MLAlgoTrader correct!! 😂 but it is exactly the topic I was looking for😂