Development of price action prediction algorithms in Python

Авторы

  • Xolmatova Nilufarxon Jahongir qizi Fergana branch of the Tashkent University of Information Technologies named after Muhammad al-Khorazmi
  • Abdurasulova Dilnoza Botirali kizi Fergana branch of the Tashkent University of Information Technologies named after Muhammad al-Khorazmi

Kalit so'zlar:

Algorithmic trading, Price action prediction, Machine learning, Python, Financial markets

Annotatsiya

This article explores the development of advanced price action prediction algorithms using Python. The study focuses on employing machine learning techniques to forecast future price movements in financial markets. Through extensive backtesting and evaluation, the effectiveness of these algorithms is assessed. The implementation is carried out in Python, utilizing popular libraries such as Pandas, NumPy, and Scikit-learn. The research aims to contribute to the field of algorithmic trading by providing insights into the design and performance of predictive models for price action

Библиографические ссылки

1. Разин Сергей Александрович Что должен знать разработчик на языке python, работая в сфере Data science // E-Scio. 2020. №8 (47). URL: https://cyberleninka.ru/article/n/chto-dolzhen-znat-razrabotchik-na-yazyke-python-rabotaya-v-sfere-data-science (дата обращения: 14.03.2024).

2. Anupa S. Dash, Ujjwal Mishra Sentiment Analysis Using Machine Learning for Forecasting Indian Stock Trend: A Brief Survey // Финансы: теория и практика. 2023. №6. URL: https://cyberleninka.ru/article/n/sentiment-analysis-using-machine-learning-for-forecasting-indian-stock-trend-a-brief-survey (дата обращения: 14.03.2024).

3. Abdurasulova D., Po’latova M. C++ da satrli ma'lumotlar bilan ishlash algoritmlarini ishlab chiqish //Journal of technical research and development. – 2024. – Т. 1. – №. 1.

4. Abdurasulova D. The main directions of modern pragmalinguistics: ideas and perspectives //InterConf. – 2021.

5. Abdurasulova D. et al. Iqtisodiy jinoyatlar va ularning oldini olish uchun dasturiy mahsulotlar algoritmlarini ishlab chiqish: Development of software algorithms for economic crimes and their prevention //Потомки Аль-Фаргани. – 2024. – Т. 1. – №. 1. – С. 180-185.

6. La Abdurasulova D. B., Irmatova D. B. Use of different algorithms and application of software product creation sequences in organizing complex structured projects //Educational Research in Universal Sciences. – 2023. – Т. 2. – №. 11. – С. 170-173.

7. O’G’Li A. T. U., Kizi A. D. B. Development of algorithms in the analysis of demand and supply processes in economic systems //Al-farg’oniy avlodlari. – 2023. – т. 1. – №. 4. – с. 251-256.

8. Ermatova Z., Ma’rufjonova O. Dasturlashda Korutin maydoni (Kotlin) //Journal of technical research and development. – 2023. – Т. 1. – №. 3. – С. 70-73.

9. Солиев Б. Н., Эрматова З. К. Object recognition in images using artificial intelligence and python //Galaxy International Interdisciplinary Research Journal. – 2023. – Т. 11. – №. 11. – С. 31-34.

10. Ermatova Z. C++ Dasturlash tilida fayllar bilan ishlashmavzusini talabalarga o’rgatish uslublari //Journal of technical research and development. – 2023. – Т. 1. – №. 2. – С. 286-291.

11. Market Pulse-A Monthly review of Indian economy and markets. 2021. URL: https://static.nseindia.com//s3fs-public/inline-files/Market_Pulse_April_2021.pdf (accessed on 28.06.2022).

12. Market Pulse-A Monthly review of Indian economy and markets. 2021. URL: https://static.nseindia.com//s3fs-public/inline-files/Market_Pulse_April_2021.pdf (accessed on 28.06.2022).

Опубликован

2024-12-06

Как цитировать

Xolmatova Nilufarxon Jahongir qizi, X. N. J. qizi, & Abdurasulova, D. (2024). Development of price action prediction algorithms in Python. Research and Implementation, 2(12), 107–113. извлечено от https://rai-journal.uz/index.php/rai/article/view/1138

Выпуск

Раздел

Статьи

Похожие статьи

1 2 3 4 5 6 7 8 9 10 > >> 

Вы также можете начать расширеннвй поиск похожих статей для этой статьи.