Backtest telegram mesaage from whole channel about trading(as in stocks or crypto) using Mahcine Learnig (Named Entity Recognition or Token Classification).
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Label data using LabelStudio NER(Named Entity Recognition or Token Classification) tool.
convert to 
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Convert LabelStudio CSV or JSON to HuggingFace-autoTrain dataset conversion script
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Train NER model on Hugginface-autoTrain.
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Use Hugginface-autoTrain model to predict labels on new data in LabelStudio using LabelStudio-ML-Backend.
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Define python function to predict labels using Hugginface-autoTrain model.
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Only label new data from newly predicted-labels-dataset that has falsified labels.
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Backtest Truely labelled dataset against real historical data of the stock using zerodha kiteconnect and jugaad_trader.
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Evaluate total gained percentage since inception summation-wise and compounded and plot.
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Listen to telegram channel for new LIVE messages using telegram API for algotrading.
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Serve the app as flask web API for web request and respond to it as labelled tokens.
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Outperforming or underperforming results of the telegram channel tips against exchange index by percentage.
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- pyPortMan
- transformers_stock_prediction
- TrendMaster
- hjAlgos_notebooks
- AutoCut
- My_Projects
- Cool Arduino and ESP8266 or NodeMCU Projects
- Telegram Trade Msg Backtest ML
- WiFi IoT LED Matrix Display
- SWiBoard WiFi Switch Board IoT Device
- Electric Bicycle
- Product 3D Design Service with Solidworks
- AutoCut : Automatic Wire Cutter Machine
- Custom AlgoTrading Software Coding Services
- SWiBoard :Tasmota MQTT Control
- Custom Token Classification or Named Entity Recognition (NER) model as in Natural Language Processing (NLP) Machine Learning
- IoT_LED_over_ESP8266_NodeMCU : Turn LED on and off using web server hosted on a nodemcu or esp8266
- ESP8266_NodeMCU_BasicOTA : Simple OTA (Over The Air) upload code from Arduino IDE using WiFi to NodeMCU or ESP8266
- IoT_CSV_SD : Read analog value of Voltage and Current and write it to SD Card in CSV format for Arduino, ESP8266, NodeMCU etc
- Honeywell_I2C_Datalogger : Log data in A SD Card from a Honeywell I2C HIH8000 or HIH6000 series sensor having external I2C RTC clock
- IoT_Load_Cell_using_ESP8266_NodeMC : Read ADC value from High Precision 12bit ADS1015 ADC Sensor and Display on SSD1306 SPI Display as progress bar for Arduino or ESP8266 or NodeMCU
- IoT_SSD1306_ESP8266_NodeMCU : Read from High Precision 12bit ADC seonsor ADS1015 and display to SSD1306 SPI as progress bar in ESP8266 or NodeMCU or Arduino
- AutoCut : Automatic Wire Cutter Machine
- ESP Matrix Display 5mm Acrylic Box
- Arcylic Bending Machine w/ Hot Air Gun
- Automatic Wire Cutter/Stripper
- ❤️ હદય અને હદયના ધબકારા 💙 दिल और दिल की धड़कन 💖 Heart and beating of heart by Priyanka madam. 💕
- 🩸 રુધિર વહીનીઓ અને એના કર્યો. 🩸 Blood Vessels And Working of Blood Vessels 🩸 By Priyankama'am
- 🩸 મનુષ્યમાં પરિવહન તંત્ર 🩸 परिसंचरण तंत्र 🩸 Blood Circulation System in Humans🩸 By Priyanka madam
- AutoCut V2 - The World's Most Powerful Arduino Automatic Wire Cutting Machine
- SWiBoard - A Killer Gadget to Boost Your Boring Switchboard
- 🧪 મનુષ્યમાં ઉત્સર્જન-તંત્ર 🦠 मानव उत्सर्जन तंत्र ⚗️ excretory system 🩺
- 🌳વનસ્પતિમાં પાણી અને ખનીજ તત્વોનું વહન 🌲
- 🌲 વનસ્પતિમાં બાષ્પોત્સર્જન 🌳 पेड़ में वाष्पोत्सर्जन 🎄Transpiration in Trees
- 🫁 સજીવોમાં શ્વસન 🧬 जीवों में श्वास 🫀 Breathing in organisms 👩🏻🔬
- 🫁 શ્વસનની પ્રક્રિયા 🫀Respiratory System 🦠
- 🫁 મનુષ્યમાં શ્વાસ અને ઉચ્છશ્વાસ ⚛️