TrendMaster 0.1

Stock Price Prediction using Transformer Deep Learning Architecture

TrendMaster: Stock Price Prediction using Transformer Deep Learning Architecture

TrendMaster leverages advanced Transformer deep learning architecture to provide highly accurate stock price predictions, enabling informed investment decisions.

Utilizing a wealth of data and sophisticated algorithms, TrendMaster stands out as a top-tier tool for financial forecasting.

Installation

To get started with TrendMaster, run the following installation command:

pip install TrendMaster

Usage

Here's how to integrate TrendMaster into your Python projects:

from trendmaster import TrendMaster
#Initialize the TrendMaster object
tm = TrendMaster()
#Load your data
data = tm.load_data('path_to_your_data.csv')
#Train the model
tm.train(data, transformer_params={'num_layers': 3, 'dropout': 0.1})
#Perform inference
predictions = tm.infer('path_to_trained_model.pth')
print(predictions)

Star History

Our Transformer-based prediction model is trained on a large dataset of historical stock prices, giving it the ability to identify patterns and trends that would be impossible for a human to discern. The model's predictions are also highly accurate, with a mean average error of just a few percentage points.

In addition to stock price prediction, TrendMaster also offers a range of other features, such as real-time data visualization and a user-friendly interface. With TrendMaster, you'll have all the information you need to make smart investment decisions.

So why wait? Try TrendMaster today and see the difference for yourself!

📫 How to reach me

                         

Checkout Cool GitHub Other Repositories:

• pyPortMan
• transformers_stock_prediction
• TrendMaster
• hjAlgos_notebooks
• AutoCut
• My_Projects
• Cool Arduino and ESP8266 or NodeMCU Projects
• Telegram Trade Msg Backtest ML

Checkout Our Other Products:

• 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

Some Cool Arduino and ESP8266 (or NodeMCU) IoT projects:

• 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

Checkout Our Awesome 3D GrabCAD Models:

• AutoCut : Automatic Wire Cutter Machine
• ESP Matrix Display 5mm Acrylic Box
• Arcylic Bending Machine w/ Hot Air Gun
• Automatic Wire Cutter/Stripper

Our HuggingFace Models :

• hemangjoshi37a/autotrain-ratnakar_1000_sample_curated-1474454086 : Stock tip message NER(Named Entity Recognition or Token Classification) using HUggingFace-AutoTrain and LabelStudio and Ratnakar Securities Pvt. Ltd.

Our HuggingFace Datasets :

• hemangjoshi37a/autotrain-data-ratnakar_1000_sample_curated : Stock tip message NER(Named Entity Recognition or Token Classification) using HUggingFace-AutoTrain and LabelStudio and Ratnakar Securities Pvt. Ltd.

Awesome Youtube Videos :

• ❤️ 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 ⚛️

My Quirky Blog :

• Hemang Joshi

Awesome Android Apps :

• SWiBoard :Tasmota MQTT Control

Checkout Cool GitLab Other Repositories:

• pyPortMan
• transformers_stock_prediction
• TrendMaster
• hjAlgos_notebooks
• AutoCut
• My_Projects
• Cool Arduino and ESP8266 or NodeMCU Projects
• Telegram Trade Msg Backtest ML