Building blazing-fast async Python tools & APIs for live data pipelines, on-the-fly ML training, crypto-trading engines, apps & Linux automation ππ
Joined January 2025
- Tweets 449
- Following 136
- Followers 20
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282 Photos and videos
Pinned Tweet
6 Mar 2025
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1,107
Jun 12
#python
How many times in your life have you started something in the terminal using the command `python3`?
Summary of my Python input:
Approximate median = (5 Γ 1 hour) Γ 14 hours Γ (2 years Γ 365 days)
aprox. = 51100 times in range 2 years π«£π·π
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Jun 11
Don't start more projects than you can simultaneously process, monitor, and supervise!
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Jun 11
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TraRyTrade retweeted
May 28
#TraRyTrade #ETH #BTC #LSTM #bottrading #keras #LSTM
DON`T FORGET TO SAVE YOUR WORK = DAILY BACKUP OF ALL !
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TraRyTrade retweeted
May 15
The lesson we learned: Not that much computing power is needed. Multiple GPUs wouldn't perform better; ultimately, the system is very resource-efficient, runs smoothly on the CPU, and works perfectly.We also learned that a standard CPU is perfectly adequate for calculating pred..
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Jun 7
#TraRytrade #TradingEngineer #Markets #PredictFuturePrices #LSTM #Keras #Brains #BuildBrains #NeuronalTrading
If you use "a" , "b" from orderbook, pay attention that you dont cheat yourself, your tools, like predictor, with your own fast trade moves, lession learned,
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Jun 7
#TraRytrade #TradingEngineer #Markets #PredictFuturePrices #LSTM #Keras #Brains #BuildBrains #NeuronalTrading
all very nice now... Dont know the name for this, but can understand what was happend in my tools....
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Jun 7
If you use "a" , "b" from orderbook, pay attention that you dont cheat yourself, your tools, like predictor, with your own fast trade moves, lession learned, all very nice now... Dont know the name for this, but can understand what was happend in my tools....
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Jun 6
#TraRyTrade #ADA #ETH #BTC #LSTM #bottrading #LSTM #keras #neverending
IF you got it, dont cp to much and pay attention, before you got a supercomuputer,
Each runner consupt his cpu portion, and may if you cp and start more, other are touched in speed and performance...!! ;-)
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Jun 6
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Jun 6
Lession "AGAIN!!" learned, now back to every time nice runsssssss......................................πͺ
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TraRyTrade retweeted
May 31
#TraRyTrade #ETH #BTC #LSTM #RNN #Keras #localModel #Qaunt #sigmoid #softmax #TradingEngineer
think i got itπ.
And I can see clearly until the end of next week πͺ, it just needs to validate itself over a slightly longer period.
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Jun 2
War das schon der Boden.
Mein bots sagen JA, aber nur Momentan sehr kurzfristig gesehen.
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Jun 2
If you need to fine-tune your bot`s, last few hours are was perfect to do this.
Jun 1
Okay, I finally noticed. It seems I'm the only one still using #, I'm getting old...π«
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Jun 1
#TraRyTrade #keras
Fighting with model stability,but think may found resolution. That is the last part to fix.... may somebody can feel with me on that thematik (epochs opt SGD use_ema Dropout(x.x)x Adam or ...swish relu merged) base build or reuse model, fit .learning_rate
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