Trading Strategies Backtesting With Python Udemy

Algorithmic Trading

A place for redditors to discuss quantitative trading, statistical methods, econometrics, programming, implementation, automated strategies, and bounce ideas off each other for constructive criticism. Feel free to submit papers/links of things you find interesting.
[link]

Easiest python backtest for (working) Forex algorithm?

I wrote an algorithm in python that communicates directly with mt5. I tried to back tested but everything was very complicated, so I just wrote it like normal. It's been profitable for about 4 or 5 months now.
Now I want to test it over years worth of data to see how it handles it, but all the backtesting modules seem really complex.
It doesn't seem like it should be too hard to do, which is the easiest python module for backtesting?
submitted by quantumwoooo to algotrading [link] [comments]

Made a forex backtesting Python "library" that uses real historical spread in the simulation.

You can check out and try your strategy after downloading the code from this repository.
The program right now only works on the given EUUSD dataset since PIP calculation differs between instruments which is not implemented yet.
The idea behind this was to make a very strict backtesting program that takes spread into account. Your strategy will make less money on this simulation because of the real spread, but that's fine because it's closer to a real scenario.
The project is still new, if you have any advice please share it.
submitted by ehheznekedsemmikozod to algotrading [link] [comments]

What python library to use for backtesting for forex market

I am currently working working on a automated strategy trading over MT4 connected using zeroMQ to a python server to execute trades. I am wondering what are some python libraries I can use to test my strategy with historical data?
submitted by victor739 to algotrading [link] [comments]

Backtesting Forex Strategies in Python

I'd like to backtest some strategies with forex data, but I'm not sure where to look for a good solution. I have an Oanda practice account, but can't figure out how to get historical/backtest data. I've also used Backtrader for stock data, but can't figure out whether there's a way to pull in forex data. I work in primarily in Python but I'm familiar with R too.
What do you use to backtest Forex strategies? Any APIs I should be looking at?
submitted by AlfaPenguin to algotrading [link] [comments]

90+ Free Udemy & Some Best Selling Discounted

Free Udemy & Some Best Selling Discounted. Codes will expire in 1-2 days.
Source: https://freebiesglobal.com/
  1. [Turkish] 29h 30m Java ile Nesne Yönelimli Programlama https://www.udemy.com/course/java-ile-nesne-yonelimli-programlama/?couponCode=OOP_FREE_01 1 Day left at this price!
  2. [English] 4h 56m Facebook Ads MASTERY Blueprint - Beginner to Expert in 2020 https://www.udemy.com/course/facebook-ads-mastery-course-beginner-to-expert/?couponCode=2862E4B94AEF91B3608C 2 Days left at this price!
  3. [English] 6h 36m Adobe Illustrator CC 2020 MasterClass https://freebiesglobal.com/adobe-illustrator-cc-2020-masterclass-8 2 Days left at this price!
  4. [English] 5h 51m Business Development & Sales Mastery For B2B Businesses https://www.udemy.com/course/business-development-sales-mastery-for-b2b-businesses/?couponCode=30FF9B387B2DDF066774 2 Days left at this price!
  5. [English] 1h 33m Football betting for profit: Learn sports betting now! https://www.udemy.com/course/football-betting-for-profit-learn-sports-betting-now/?couponCode=90479E792BBAD9654091 2 Days left at this price!
  6. [English] 2h 41m Introduction to Quantum Computing https://www.udemy.com/course/introduction-to-quantum-computing/?couponCode=079EBA523285AAF5C6F0 2 Days left at this price!
  7. [English] 3h 0m How To Start a Profitable Video Marketing Agency https://www.udemy.com/course/video-marketing-agency-business-blueprint/?couponCode=36491317925CE92EF114 2 Days left at this price!
  8. [English] 2h 37m How To Start A Profitable Web Design Business https://www.udemy.com/course/how-to-start-a-profitable-web-design-agency-business/?couponCode=3D811EAB5017B93E4300 2 Days left at this price!
  9. [English] 7h 24m Microsoft Excel Training: Learn Essential Excel Skills https://www.udemy.com/course/microsoft-excel-training-learn-essential-excel-skills/?couponCode=FREENOV 2 Days left at this price!
  10. [English] 0h 42m Quit your smartphone addiction with(in) 30 days challenges https://www.udemy.com/course/quit-your-smartphone-addiction-within-30-days-challenges/?couponCode=NOMOPHOBIA 2 Days left at this price!
  11. [English] 0h 51m Poster and Banner Design for Beginners https://www.udemy.com/course/design-holiday-posters-and-banners/?couponCode=47D56D5BD2D04A9 2 Days left at this price!
  12. [English] 0h 57m 1-HOUR Bookkeeping & accounting (accounting & bookkeeping) https://www.udemy.com/course/one-hour-bookkeeping-course/?couponCode=57635E0AD89FB7584A06 2 Days left at this price!
  13. [English] 1h 0m Simple and Strong Forex Swing Trading Strategy in the world https://www.udemy.com/course/a-simple-forex-swing-trading-strategies-that-work-vip-only/?couponCode=19D131CB058F882B0BA4 2 Days left at this price!
  14. [Portuguese] 6h 1m Redação: Enem, vestibulares, concursos, artigos para mídia https://www.udemy.com/course/curso-de-redacao-dissertativa/?couponCode=0424405134C0B95660D8 2 Days left at this price!
  15. [English] 0h 33m IRRATIONAL https://www.udemy.com/course/irrational/?couponCode=RATIONALNOVEMBER 2 Days left at this price!
  16. [English] 2h 26m Super way to Learn Arduino | Creative https://www.udemy.com/course/super-way-to-learn-arduino-creative/?couponCode=ROBOT11OMG 2 Days left at this price!
  17. [English] 11h 34m Practical Web Development: 22 Courses in 1 https://www.udemy.com/course/the-complete-web-development-course/?couponCode=WEB22IN1NOV2020 2 Days left at this price!
  18. [English] 10h 39m Lead Generation MASTERY with Facebook Lead & Messenger Ads https://www.udemy.com/course/facebook-lead-ads-course/?couponCode=TOP111 2 Days left at this price!
  19. [English] 1h 8m Four Real Estate Investing Strategies For Financial Success https://www.udemy.com/course/four-real-estate-investing-strategies/?couponCode=FREISFEXPNOV82020 2 Days left at this price!
  20. [English] 0h 50m Introduction to Domain Names and Web Hosting - Quick Guide https://www.udemy.com/course/introduction-to-domain-names-and-web-hosting-quick-guide/?couponCode=YOUACCELNOV05 2 Days left at this price!
  21. [English] 4h 0m Bootstrap & jQuery - Certification Course for Beginners https://www.udemy.com/course/bootstrap-jquery-certification-course-for-beginners/?couponCode=YOUACCELNOV05 2 Days left at this price!
  22. [English] 3h 15m PHP & MySQL - Certification Course for Beginners https://www.udemy.com/course/php-mysql-certification-course-for-beginners/?couponCode=YOUACCELNOV05 2 Days left at this price!
  23. [English] 5h 30m HTML, CSS, & JavaScript - Certification Course for Beginners https://www.udemy.com/course/html-css-javascript-certification-course-for-beginners/?couponCode=YOUACCELNOV05 2 Days left at this price!
  24. [English] 2h 18m Setup a Virtual Web Server using Linode or Digital Ocean https://www.udemy.com/course/setup-a-virtual-web-server-using-linode-or-digital-ocean/?couponCode=YOUACCELNOV05 2 Days left at this price!
  25. [English] 3h 36m NGINX, Apache, SSL Encryption - Certification Course https://www.udemy.com/course/nginx-apache-ssl-encryption-certification-course/?couponCode=YOUACCELNOV05 2 Days left at this price!
  26. [English] 0h 37m How the Internet Works & the Web Development Process https://www.udemy.com/course/how-the-internet-works-the-web-development-process/?couponCode=YOUACCELNOV05 2 Days left at this price!
  27. [English] 5h 57m JavaScript, Bootstrap, & PHP - Certification for Beginners https://www.udemy.com/course/javascript-bootstrap-php-certification-for-beginners/?couponCode=YOUACCELNOV05 2 Days left at this price!
  28. [English] 4h 53m Persuasive Writing Ft. Two Forbes Contributors & Copywriters https://www.udemy.com/course/persuasive-writing-copywriting/?couponCode=YOUACCELNOV05 2 Days left at this price!
  29. [English] 4h 32m Complete Guide to Pinterest & Pinterest Growth 2020 https://www.udemy.com/course/pinheroes/?couponCode=474BC9DFA6B98FFCE909 2 Days left at this price!
  30. [English] 18h 17m Complete web development Bootcamp for Beginners -2020 https://freebiesglobal.com/complete-web-development-bootcamp-for-beginners-2020-6 2 Days left at this price!
  31. [English] 22h 34m Fundamentals of Engineering Thermodynamics https://www.udemy.com/course/fundamentals-of-thermodynamics/?couponCode=FREENOV 2 Days left at this price!
  32. [English] 3h 38m The Complete SAP Analytics Course 2020 https://www.udemy.com/course/sap-bi-bo-analytics/?couponCode=EARLYBIRD 2 Days left at this price!
  33. [English] 0h 32m Memory Hacks: Learn How to Increase Memory and Speed Reading https://www.udemy.com/course/memory-hacks/?couponCode=HASSAN22 2 Days left at this price!
  34. [English] 0h 38m Fast track to ML, Data Science and Steganography https://www.udemy.com/course/fast-track-to-ml-datascience-steganography/?couponCode=BEE6000A4CE76B22D68E 2 Days left at this price!
  35. [English] 1h 19m Adobe Animate cc : The Beginner's Guide to Adobe Animate https://www.udemy.com/course/adobe-animate-cc-the-beginners-guide-to-adobe-animate/?couponCode=NOVPRO 2 Days left at this price!
  36. [English] 6h 57m Content Marketing Strategy & Techniques: Beginner to Expert https://www.udemy.com/course/content-marketing-strategy-u/?couponCode=CONTENT6 2 Days left at this price!
  37. [English] 18h 20m EXCEPTIONAL Creative Writing: 30 Days COMPLETE Course https://www.udemy.com/course/certified-digital-content-writing-course/?couponCode=CREATIVE6 2 Days left at this price!
  38. [English] 3h 26m What are GAN's actually- from underlying math to python code https://www.udemy.com/course/what-are-gans-actually-from-underlying-math-to-python-code/?couponCode=8F09E728F6631739C99D 2 Days left at this price!
  39. [English] 42h 37m The Complete Business & Marketing Course - 23 Courses in 1 https://www.udemy.com/course/the-complete-business-marketing-course/?couponCode=LAUNCHSPECIAL00 2 Days left at this price!
  40. [English] 1h 14m Communicate to Win and Influence https://www.udemy.com/course/communicate-to-win-and-influence/?couponCode=7315D0719623156D24F4 2 Days left at this price!
  41. [English] 2h 10m Problems & Solutions in Accounting Basics https://www.udemy.com/course/problems-solutions-in-accounting-basics/?couponCode=NOVFRC 2 Days left at this price!
  42. [Spanish] 4h 50m ¡Curso COMPLETO de COPYWRITING y STORYTELLING de 0 a 100! https://www.udemy.com/course/curso-completo-de-copywriting-y-storytelling-de-0-a-100/?couponCode=304558F335A8637D620B 2 Days left at this price!
  43. [Spanish] 8h 15m Universidad Excel - Básico, Intermedio y Avanzado +Completo! https://www.udemy.com/course/universidad-excel-microsoft-tablas-dinamicas-dashboard-macros-vba/?couponCode=GRATIS_UE 2 Days left at this price!
  44. [English] 0h 53m Python-3 Boot Camp in GUI automation for absolute beginners https://www.udemy.com/course/python-3-boot-camp-in-gui-automation-for-absolute-beginners/?couponCode=17AC8721C666BB7E6710 2 Days left at this price!
  45. [English] 2h 1m Hands on Python3 Regular Expressions for Absolute Beginners https://www.udemy.com/course/hands-on-python3-regular-expression-2020/?couponCode=0E676A889BA3CAEAE08C 2 Days left at this price!
  46. [English] 1h 25m Fundamentals of Business Accounting: Learn Quick and Easy https://www.udemy.com/course/fundamentals-of-business-accounting-learn-quick-and-easy/?couponCode=F13C82BE709AAC8677A6 2 Days left at this price!
  47. [English] 29h 6m Presentation Skills - Advanced: Speak Without Reading Notes https://www.udemy.com/course/how-to-speak-without-notes/?couponCode=609C5D1CB13FA3B94D61 2 Days left at this price!
  48. [English] 1h 26m Public Speaking: You Can Speak to Large Audiences https://www.udemy.com/course/how-to-speak-to-large-audiences/?couponCode=FCCDF0A85F6980CD60AD 2 Days left at this price!
  49. [English] 0h 51m Journalism: Conduct Great Media Interviews https://www.udemy.com/course/how-to-conduct-interviews/?couponCode=0593C183BAB4293BCB44 2 Days left at this price!
  50. [English] 2h 43m Complete Goal Setting Course - Become Your Own Life Coach https://www.udemy.com/course/complete-goal-setting-course-become-your-own-life-coach/?couponCode=8C6E5B87A90F72976F1A 2 Days left at this price!
  51. [English] 2h 57m Complete Hypnosis Weight Loss Course - Dieting Psychology https://www.udemy.com/course/complete-hypnosis-weight-loss-course-dieting-psychology/?couponCode=2E4D5ED89B5DC3EA068F 2 Days left at this price!
  52. [English] 2h 55m Complete Goal Achievement Course - Personal Success Goals https://www.udemy.com/course/complete-goal-achievement-course-personal-success-goals/?couponCode=1334B54755F75E9F0909 2 Days left at this price!
  53. [English] 30h 57m The Complete Reiki Course: 30+ Hours of Secrets from A to Z https://www.udemy.com/course/reiki-complete-certification-energy-healing-crystal-master-shaman-pet/?couponCode=AFD86555CCACEB00E74D 1 Day left at this price!
  54. [English] 19h 5m Complete Google Certified Educator Level 1 and 2 Masterclass https://www.udemy.com/course/complete-google-certified-educator-level-1-masterclass/?couponCode=ED57A28347C32C8641C6 2 Days left at this price!
  55. [English] 1h 56m Complete Management Coaching Course - Executive Coaching https://www.udemy.com/course/complete-management-coaching-course-executive-coaching/?couponCode=E3F1F43365C7E7DCE469 2 Days left at this price!
  56. [English] 10h 35m Stock Trading Momentum Based Strategies1- Technical Analysis https://www.udemy.com/course/momentum-indicators-rsi-stoch-williamr-tsi-mfi/?couponCode=1NOV20 1 Day left at this price!
  57. [English] 9h 56m Trading Strategies Backtesting With Python https://www.udemy.com/course/trading-strategies-backtesting-with-python/?couponCode=DBAF11B92B43CBBDC98A 19 hrs left at this price!
  58. [English] 3h 25m Machine learning and Lexicon approach to Sentiment analysis https://www.udemy.com/course/machine-learning-and-lexicon-approach-to-sentiment-analysis/?couponCode=DC878893990484137046 19 hrs left at this price!
  59. [English] 37h 39m Agile Project Management 200+ Tools with Kanban Scrum Devops https://www.udemy.com/course/agile-project-management-certification-scrumkanbandevops/?couponCode=AGILE5 1 Day left at this price!
  60. [English] 26h 43m Business Analytics Course 2020 https://www.udemy.com/course/best-data-science-business-analytics-course/?couponCode=BUSINESS5 1 Day left at this price!
  61. [English] 10h 41m React 101 - basics complete & latest. Forms, routing, async https://www.udemy.com/course/gbarkhatov-react-basics-complete-latest/?couponCode=BDA9B1051849F6B2DB47 1 Day left at this price!
  62. [English] 3h 17m The Python Programming For Everyone Immersive Training https://www.udemy.com/course/the-python-programming-for-anyone-immersive-training/?couponCode=BD714282A199F0B461CE 1 Day left at this price!
  63. [English] 2h 23m OBS Studio - Ultimate Livestreaming Guide to OBS Studio https://www.udemy.com/course/ultimate-beginners-guide-to-open-broadcaster-softwareobs/?couponCode=3D18CBF1BA8736611114 1 Day left at this price!
  64. [English] 3h 56m Complete Ansible Bootcamp: Go from zero to hero in Ansible https://www.udemy.com/course/ansible-hero/?couponCode=ANSIBLEHEROTOWERSOON 1 Day left at this price!
  65. [English] 12h 40m Python And Flask Framework Complete Course For Beginners https://freebiesglobal.com/python-and-flask-framework-complete-course-for-beginners-3 1 Day left at this price!
  66. [English] 6h 59m Python for Beginners:Introduction to Python https://www.udemy.com/course/python-crash-course-for-beginners-l/?couponCode=6357A09370F9974153C2 1 Day left at this price!
  67. [German] 1h 1m Antike Astrologie 2 https://www.udemy.com/course/antike-astrologie-2/?couponCode=AE116C0E07E9213321BA 1 Day left at this price!
  68. [German] 0h 39m Astronomie für Einsteiger https://www.udemy.com/course/astronomie-fur-einsteige?couponCode=832D3DC2E1044D249DED 1 Day left at this price!
  69. [English] 0h 36m Learn Basics of Adobe Photoshop CC 2020 for Beginners https://www.udemy.com/course/learn-basics-of-adobe-photoshop-cc-for-beginners/?couponCode=5BA23C69A1BFC38B4CE6 1 Day left at this price!
  70. [English] 1h 13m EFT Your Business for Success https://www.udemy.com/course/eft-tapping-business-entrepreneurs-success/?couponCode=EFTBSEXPNOV72020 1 Day left at this price!
  71. [English] 2h 33m Video Editing With Davinci Resolve 16 for Beginners https://www.udemy.com/course/video-editing-with-davinci-resolve-16-for-beginners/?couponCode=HOLLIDAYS 1 Day left at this price!
  72. [English] 2h 41m MATLAB For People in Hurry https://www.udemy.com/course/matlab-for-people-in-hurry/?couponCode=MATLAB-FREE 1 Day left at this price!
  73. [English] 0h 42m The Role of Psychology in Enhancing Cybersecurity https://www.udemy.com/course/psychology-cybersecurity/?couponCode=BDAE13FBFCA9651584E9 1 Day left at this price!
  74. [Spanish] 3h 0m Lenguaje Musical: Nivel 1 https://www.udemy.com/course/lenguaje-musical-nivel-1/?couponCode=NOVIEMBREMUSICAL 1 Day left at this price!
  75. [Spanish] 2h 55m Aprende Multicointegración en Forex con R studio https://www.udemy.com/course/aprende-a-invertir-en-forex-mediante-multicointegracion/?couponCode=MULTI_SOFIA 1 Day left at this price!
  76. [English] 0h 29m IT Support & Troubleshooting Tips for Clinical Environments https://www.udemy.com/course/it-support-troubleshooting-tips-for-clinical-environments/?couponCode=NOV2020 1 Day left at this price!
  77. [English] 1h 23m English grammar tenses & structures, the ultimate course https://www.udemy.com/course/english-grammar-tenses-structures-the-ultimate-course/?couponCode=NOVEMBERSECOND 1 Day left at this price!
  78. [English] 6h 2m Complete Responsive Web Development: 4 courses in 1 https://www.udemy.com/course/responsive-web-development/?couponCode=WEB4IN1NOV2020 1 Day left at this price!
  79. [English] 2h 17m HTML5 & CSS3 Course | Practical Guide for Building Websites https://www.udemy.com/course/html5-css3-course-practical-guide-for-building-websites/?couponCode=5FA9830B016825AEB626 1 Day left at this price!
  80. [English] 0h 38m Facebook Ads marketing - Page Likes & Engagement For Newbies https://www.udemy.com/course/grow-fan-page-facebook-marketing-page-likes-ad-offers-messages-pixel/?couponCode=5OCT2020 1 Day left at this price!
  81. [English] 1h 47m Run Facebook Event Ad, Youtube Channel & Google Search Ad. https://www.udemy.com/course/start-vlogging-youtube-channel-marketing-videos-editing-phone/?couponCode=5OCT2020 1 Day left at this price!
  82. [English] 1h 2m Sell Products with Facebook Ads Fast On Shopify 2020 https://www.udemy.com/course/shopify-dropshipping-facebook-ads-ecommerce-masterclass-2020-2021-2022/?couponCode=5OCT2020 1 Day left at this price!
  83. [English] 2h 7m Facebook Ads And Marketing - Lead Generation Pro - 2020 https://www.udemy.com/course/facebook-marketing-for-lead-generation-2020/?couponCode=5OCT2020 1 Day left at this price!
  84. [English] 2h 7m Run Search Ad In Google Ads & Easy SEO For Beginners-2020 https://www.udemy.com/course/digital-marketing-google-ads-adwords-search-seo-ppc/?couponCode=5OCT2020 1 Day left at this price!
  85. [English] 2h 10m Facebook Ads Marketing - Start Lead Generation Business 2020 https://www.udemy.com/course/facebook-ads-marketing-lead-generation-business-digital-marketing/?couponCode=5OCT2020 1 Day left at this price!
  86. [English] 1h 3m Facebook Ads Marketing For Events Free & Paid Strategy 2020 https://www.udemy.com/course/facebook-marketing-for-events-advertising-hacks-strategy/?couponCode=5OCT2020 1 Day left at this price!
  87. [English] 1h 16m Digital Marketing Business With Google My Business - 2020 https://www.udemy.com/course/online-marketing-with-google-my-business-digital-marketing/?couponCode=5OCT2020 1 Day left at this price!
  88. [English] 9h 30m Automate the Boring Stuff with Python Programming https://www.udemy.com/course/automate/?couponCode=NOV2020FREE2 1 Day left at this price!
  89. [English] 0h 39m Let's create a ML Classifier, Neural Regressor from Scratch https://www.udemy.com/course/lets-create-a-ml-classifier-neural-regressor-from-scratch/?couponCode=079F778394190BC7B9F3 1 Day left at this price!
  90. [English] 0h 38m Facebook Ads marketing - Page Likes & Engagement For Newbies https://www.udemy.com/course/grow-fan-page-facebook-marketing-page-likes-ad-offers-messages-pixel/?couponCode=5OCT2020 1 Day left at this price!
Popular Udemy Courses from $9.99:
  1. [English] 45h 3m SEO TRAINING 2021: Complete SEO Course + WordPress SEO Yoast $9.99 https://www.udemy.com/course/online-seo-training/?couponCode=1NOV999 3 Days left at this price!
  2. [English] 32h 33m Master JavaScript - The Most Compete JavaScript Course 2020 $11.99 https://www.udemy.com/course/master-javascript-the-most-compete-javascript-course-2020/?couponCode=LEARNNOV 4 Days left at this price!
  3. [English] 27h 55m AWS Certified Solutions Architect Associate - 2020 [SAA-C02] $9.99 https://www.udemy.com/course/aws-certified-solutions-architect-associate-hands-on-labs/?couponCode=AWSNOV 1 Day left at this price!
  4. [English] 390 questions AWS Certified Solutions Architect Associate Practice Exams $12 https://www.udemy.com/course/aws-certified-solutions-architect-associate-practice-tests-k/?couponCode=AWSNOV 1 Day left at this price!
  5. [English] 42h 20m Project Management Professional Certification Program (PMP) $12.99 https://www.udemy.com/course/project-management-professional-certification-program-pmp/?couponCode=NOVOLEARN2020
  6. [English] 37h 7m Risk Management for Business Analysts (PMI-RMP/IIBA-ECBA) $12.99 https://www.udemy.com/course/risk-management-for-business-analysts-pmi-rmpiiba-ecba/?couponCode=NOVOLEARN2020
  7. [English] 21h 6m The Agile Certified Practitioner Training Program (PMI-ACP) $12.99 https://www.udemy.com/course/the-agile-certified-practitioner-training-program-pmi-acp/?couponCode=NOVOLEARN2020
  8. [English] 14h 6m The Complete IT Job Search Course - Land Your Dream IT Job $9.99 https://www.udemy.com/course/the-complete-it-job-search-course-land-your-dream-it-job/?couponCode=THANKS1 4 Days left at this price!
  9. [English] 30h 49m The Complete Communication Skills Master Class for Life https://www.udemy.com/course/the-complete-communication-skills-master-class-for-life/?couponCode=THANKS3 4 Days left at this price!
submitted by ViralMedia007 to FREECoursesEveryday [link] [comments]

Backtesting python recommendations ?

I am doing a bunch of work in Jupyter notebooks with tensforflow. Have some background in AI but new to trading. I am looking at backtesting frameworks like backtrader and bt. Backtrader is mentioned in the sub history a bit, but is there some consensus on "the thing to use"?
I started out writing my own and then paused and asked myself why I was investing time in this bit when someone else with more experience had probably already done so.
submitted by HairyBeastMan to algotrading [link] [comments]

10-19 00:15 - 'I will develop an cryptocurrency trading bot, forex brokers for you' (self.Bitcoin) by /u/Idrees_umar removed from /r/Bitcoin within 2-12min

'''
Hello!!
Welcome to my gig are you in search of an MT4 trafing bot developer?
.I will develop a perfect and profitable Arbitrage Trading bot which will make you earn a lot of income.
You have an idea of a trading system and you want to backtest or make it real. You need a guy who'd put it into the code and make all this technical stuff. So let me help you to earn mo.ney.
I HAVE EXPERIENCE IN :
?Crypto Trading bots, Ma.rket ma.ker, Trend following, Arbitrage
?Crypto exchanges API, Binance, Okex, Huobi, KuCoin, etc.
?Stock Trading bots, Strategies based on Indicators
?Brokers API, FXCM, TD Ameritrade
?Telegram API / Email API for notification
?Execute trading signals from Email or Telegram chat
?Building a financial GUI, Grafana
?Cloud servers, AWS, MS Azure, DigitalOcean
?Python, Backend, Git
!!Confidence guarantee. I do NOT share your strategy to third parties.
WHAT I CAN DO FOR YOU:
?develop a Script or WebApp, which able to work 24/7
?build a GUI, Control panel for this bot
?bind it with Telegram bot to control it and get notifications
?backtest your strategy on historical data (Forex or Crypto)
?develop tools for watch
'''
I will develop an cryptocurrency trading bot, forex brokers for you
Go1dfish undelete link
unreddit undelete link
Author: Idrees_umar
submitted by removalbot to removalbot [link] [comments]

10-16 11:15 - 'I will develop an cryptocurrency trading bot, forex brokers for you' (self.Bitcoin) by /u/Idrees_umar removed from /r/Bitcoin within 35-45min

'''
Hello!!
Welcome to my gig are you in search of an MT4 trafing bot developer?
.I will develop a perfect and profitable Arbitrage Trading bot which will make you earn a lot of income.
You have an idea of a trading system and you want to backtest or make it real. You need a guy who'd put it into the code and make all this technical stuff. So let me help you to earn mo.ney.
I HAVE EXPERIENCE IN :
?Crypto Trading bots, Ma.rket ma.ker, Trend following, Arbitrage
?Crypto exchanges API, Binance, Okex, Huobi, KuCoin, etc.
?Stock Trading bots, Strategies based on Indicators
?Brokers API, FXCM, TD Ameritrade
?Telegram API / Email API for notification
?Execute trading signals from Email or Telegram chat
?Building a financial GUI, Grafana
?Cloud servers, AWS, MS Azure, DigitalOcean
?Python, Backend, Git
!!Confidence guarantee. I do NOT share your strategy to third parties.
WHAT I CAN DO FOR YOU:
?develop a Script or WebApp, which able to work 24/7
?build a GUI, Control panel for this bot
?bind it with Telegram bot to control it and get notifications
?backtest your strategy on historical data (Forex or Crypto)
?develop tools for watch
'''
I will develop an cryptocurrency trading bot, forex brokers for you
Go1dfish undelete link
unreddit undelete link
Author: Idrees_umar
submitted by removalbot to removalbot [link] [comments]

Crosspost: My first trading bot, now 4 months in development, started trading live last week and already gained 10%!

Backtest screenshot:
https://solrac.prodibi.com/a/1jwk24gd54qyqxv/i/jdydmjj8wrrm725
Here's my original post:
https://www.reddit.com/algotrading/comments/hd7e6c/my_first_algo_trading_bot_in_python_is_getting/?utm_source=share&utm_medium=ios_app&utm_name=iossmf
Since then we've grown to a team of five people.
We started trading live last week with a $100 test account on Binance Futures and gained 10% in our first week!
Some amazing updates in the works: we are building this bot to connect to multiple exchanges via websocket in order to execute commands as fast as possible, and control them all through one web interface.
This is a high velocity leveraged trading bot that uses 50x leverage and risks 5% of the wallet per trade. Soon we will implement dynamic leverage and position sizes based on key risk factors, like trading during range highs and lows.
Beyond that, we also want to add different crypto markets, and maybe even forex eventually.
Our very next target is Digitex Futures, the first totally commission free zero fee crypto exchange! We think this will be a game changer as fees make a huge impact on profitability.
The current backtest, which is returning 900x over a 1 year 7 month period (with 100% of profits compounded) is viewable at cryptoravager dot com. I still need help to add Sharpe, equity, & drawdown indicators to the chart. Anyone have experience with the tradingview library?
Please give me any feedback or advice! I'm one of those developers turned algo traders. I have 20 years experience in web application development, and only 1 year in trading and markets. Back in January I paid a pro trader good money to learn the strategy my bot is now using, which I used successfully by hand in March / April. That personal history plus the stellar backtest is what spurred us on to reach this point today.
submitted by solrac149 to algotradingcrypto [link] [comments]

Any Luck with Ninjascript?

Hey guys, A little about me - I've been writing algos on and off for about a year and a half now. I started with Quantopian way back using python to write stock algos, then realised I couldn't live trade with it, so that put me off that.
I then found MT4 and MetaEditor and the world of forex... I was immediately in love with the simplicity of the language (C#), but I ditched it because forex just felt impossible to code around with all the volatility and news based price action. (I'm sure there's exceptions to this - but does anyone have a similar experience with it?)
I finally landed on NinjaTrader and scalping futures, which is amazing and seems to fit way better.
I'm wondering if anyone has experiences with successful Ninjascript trading systems and what advice they have etc. I've written up a few, one with a 76% success rate over 50 days but I'm starting to see how commission and tax really can have an impact...I'd also like to know about the reliability of backtesting using the Strategy Analyser vs Market Replay...
Who's out there! :)
submitted by photoshoplad to algotrading [link] [comments]

Python backtesting frameworks that take spread into account?

I am working on a forex trading strategy using my own machine learning based indicators (i.e. not blindly applying ML to the market) and some traditional trading techniques, maybe I'll share some details later.
My problem is that I simply can't find a python library that actually allows my algorithm to buy and sell on the actual ask and bid price, which I think is quite important, otherwise you may gain false profit form small market movements. I know backtesting has its own dangers and drawbacks so I want to make sure to be as precise as possible. I've uploaded a dataset to Kaggle which I've used to build my own backtesting program, but it would be a real pain to optimize this for other currencies, commodities etc...
Can someone recommend me a reliable library which uses the real historical ask and bid price in the simulation?
submitted by ehheznekedsemmikozod to algotrading [link] [comments]

How do you ACTUALLY back test?

Hi everyone,
I have been trading (Forex) for a while and fine-tuned my set of rules over time to be trading somewhat profitably. However, it is still quite manual and with that comes emotion. I use an Excel plugin (MexelTrader) that exports all live and historical data out of MT4 to excel and here I have been able to build my 'algorithm'. Although my excel is great and I have been able to automate large portions I have this feeling there must be alternatives that do more and are quickeeasier.
How do I actually backtest it, testing its performance over historical data and multiple currency pairs?
From what I have covered on Reddit and across the internet my options are either learn to code (Python it seems is best) or find someone who can code, to run a programme testing my parameters. Are these the only two options?
Any insight/assistance will be greatly received. I am looking to take my trading to the next step and see this as a vital step.
submitted by jordanpatrick to algotrading [link] [comments]

Backtesting Framework

Hey guys,
I'm coming across from Metatrader 4/5 in to Python for forex, and looking at the best way to backtest. I've seen the list on Mementums github ( https://github.com/mementum/backtrader ), but more looking for pros/cons if possible of the more popular frameworks.
I guess the first question is, is there any reason to not use Backtrader?
Thanks in advance.
submitted by JBPyth to algotrading [link] [comments]

How To Choose An Automated Trading Platform?

How To Choose An Automated Trading Platform?
When going for an automated trading platform it is very important to look for some important features before you decide on the automated trading platform you want to trade on. Different automated trading platforms offer different services which have their own pros and cons and might suit certain strategies and better than the others.
We have discussed important features that you should consider while choosing an algorithmic trading platform.

Select The Right Automated Trading Platform


https://preview.redd.it/gbx58zrdabu41.png?width=900&format=png&auto=webp&s=5ee3a23bc4f55a88437a8002fedfdf73390ece9b

Backtesting

A backtest is a historical simulation of an algorithmic trading strategy to see how it would’ve performed on the data in the past. Backtest results usually show the strategy’s performance in terms of profits and losses and some popular performance statistics like Sharpe Ratio or Information ratio which help to quantify the strategy’s return on risk. Hence a good backtesting software can be a great plus for an automated trading platform. Backtests can be divided into two categories ‘Research Backtesters’ and ‘Event-Driven Backtesting’.

Programming Languages

Choice of programming language is very important while deciding which platform to use for automating your trading strategy. Different languages have different pros and cons. Most commonly used programming languages used for algorithmic trading are C++, C#, Java, R, Python, and MATLAB. You can refer to one of our recent posts on top backtesting platforms where we’ve discussed popular programming languages.

Data

Different automated trading platforms provide access to/support trading/backtesting of certain securities only; some provide specific access to data feeds like Bloomberg and Thomson/Reuters. For instance, there are platforms dedicated to Forex trading or Equities trading only that too in specific markets. You need to make sure what the automated trading platform offers and then decide based on your needs. The frequency of data that you would need should also be taken into account. Some strategies would require daily EOD data while some other strategies might require intraday trading data.

Web-Based Platform

Some automated trading platforms also provide the web-based platform for online trading and backtesting which makes it easy and convenient to access your trading platform anywhere. The web-based platform may have less number of features compared to the desktop trading platform.

https://preview.redd.it/bwmmw9efabu41.png?width=900&format=png&auto=webp&s=c16e4008e52cf4cdd175241e8698b1fca09b43f4

Complexity

Different automated stock trading platforms vary in ease of use. Some platforms may require actual programming expertise while others may not. Most platforms provide a demo version which can help you decide what fits your comfort level. The complexity of platforms can be different for different assets traded, and one should check the different tools & features available to analyze the specific asset class.

Number of Strategies Allowed

Sometimes there might be restrictions on the number of long or short strategies loaded on a particular account and you might need extra accounts for more strategies. You should also check if you have enough memory on your computer for multiple accounts if required as it can be memory intensive. Some platforms also offer their own trading strategies as add-ons which can be subscribed by paying a periodic or one-time fee.

Commissions/Costs

Trading commissions can impact your profits to a great extent. Carefully choose the plan which suits your trading requirements. Also, check if there are initial and/or monthly fees and what is offered against it to make sure you are only paying for services which you actually want.

Technical Support & Customer Service

Automated Trading platforms are expected to have an extremely high “up-time” and rarely go out of service. Before choosing the platform you should check the history of outages and if there have been any other issues in the past, how soon were those resolved, and how knowledgeable and helpful was the support team.
submitted by FmzQuant to CryptoCurrencyTrading [link] [comments]

Python developer looking to partner up to create an automated trading bot

I am a Python developer and have been working with it for the past 2 years. I have created a few of my own trading bots, but none have been successful enough for me to keep up due to the core strategy behind the bots being flawed. This is to be expected as I have no history in finance or trading and therefore do not know which strategies to implement when. I therefore am looking for a partner who has a working strategy to trade either stocks, crypto or forex and is looking to automate it. Looking for a strategy that has a history of profitable trades. We will also go through backtesting together to make sure it works well and make adjustments as needed. Your expertise will be valuable here as we will need to make sure the algorithm isn't overfitted to historical data. The specifics of the partnership can be negotiated and we will make sure it is fair to both parties.
Please don't hesitate to contact me and we can talk more on Skype, Discord or Reddit - which ever you prefer.
submitted by PythonAlgoTrader to algotrading [link] [comments]

HOWTO acquire BitMEX historical price data using Python (working code included) for algo trading and backtesting

Hello! I wrote this HOWTO as part of a series of posts on getting historical tick and bar data for various financial products. I've included some custom python code that connected through the BitMEX API and I thought people here might find it useful!
HOWTO acquire BitMEX historical price data using Python (working code included) for algo trading and backtesting
Any comments or feedback is welcome! Cheers!
submitted by finance_student to BitMEX [link] [comments]

HOWTO download Binance historical price data using Python (working code included) for free!

Hello! I wrote this Instructional Post as part of a series on getting historical tick and bar data for various financial products. I've included some custom python code that connected through the Binance API and I thought people here might find it useful. :)
Change the 'BTCUSDT' at the bottom of the included python code to whichever symbol you'd like to pull data on. It's that simple! :)
HOWTO download Binance historical price data using Python (working code included) for free!
Any comments or feedback is welcome! Cheers!
submitted by finance_student to BinanceExchange [link] [comments]

HOWTO download BitMEX historical ETHUSD price data using Python (working code included) for free

Hello! I wrote this HOWTO as part of a series of posts on getting historical tick and bar data for various financial products. I've included some custom python code that connected through the BitMEX API and I thought people here might find it useful!
ETH traders can get minute bar data for entire history of BitMEX's perpetual contract by changing the symbol to "ETHUSD" in the code provided in this post:
HOWTO acquire BitMEX historical price data using Python (working code included) for algo trading and backtesting
Any comments or feedback is welcome! Cheers!
submitted by finance_student to ethtrader [link] [comments]

Best Starting Kits for Algo Trading with C# – Hacker Noon

fintech #trading #algotrading #quantitative #quant #quants #hft ##markets #hedgefunds #fx #forex #software

Best Starting Kits for Algo Trading with C# – Hacker NoonAlpacaBlockedUnblockFollowFollowingAug 31, 2018Photo by Nikhil Mitra on UnsplashToday, the world is transforming towards automated fashion, including manufacture, cars, marketing and logistics. Personal investment is no exception. At Alpaca, we are pushing this boundary forward so everyone can enjoy the automated investment world.List of .NET/C# Algo Trading SystemsWhen it comes to algo trading and automated investment, Python is one of the biggest players in the space, but many experts also use .NET/C# for its high performance and robustness. As we did some research on toolset you might look at to start your algo trading, we wanted to share this list for you.Overall, the ecosystem has grown so much lately, and many open sources and tools are available for you at low cost, without much equipment.QuantConnect is one of the most popular online backtesting and live trading services, where you can learn and experiment your trading st..... Continue reading at: https://hackernoon.com/best-starting-kits-for-algo-trading-with-c-52952e3c7522
submitted by silahian to quant_hft [link] [comments]

Looking for a good starting point - does MultiCharts fit the bill?

I'm fairly new to trading, coding, and finance, but I've begun developing a strategy that I'd like to flesh out. I've done some manual backtests and they seem promising, but I don't have a big enough sample size to really feel confident about it yet. I figured that the best thing to do is to develop an algorithm that I can backtest with a lot of data, but I'm feeling a bit unsure where to start presented with all these different options combined with my inexperience.
I've been using QuantConnect a bit, but I'm not thrilled with the fact that certain staff members can view my code, so I want to switch to something that won't have that issue. I was originally looking at Python platforms, but I've heard that it executes too slowly and I should be looking at building my algorithm in C# or C++. I'm not looking to execute on tick data as of now, and the lowest time frame I can anticipate going is 1 minute, although more likely it's 5 minutes. Will the speed issue come into play on those time frames? I'd also like to get into machine learning eventually and as far as I know Python is better for that so seems like there may be a bit of a trade off...that said, I'd imagine there's a way to integrate Python machine learning with C# or C++, but perhaps that's my ignorance speaking.
Someone on here recommended using MultiCharts - does this seem like a good starting point? I'm worried about getting too deep into developing my own platform and MultiCharts seems fairly user friendly as far as having a GUI and robust platform. I'd really like to just get straight into developing and testing my strategy, as that's what got me interested in algotrading to begin with.
Oh, the strategy is based on forex, if that's helpful. Thanks in advance for any input!
submitted by prokcomp to algotrading [link] [comments]

Some basic algo trading questions on platform and data sources

Hi algoTrading,
I'm new to algorithmic trading, and was hoping to get some advice on how to get set up. My questions fall into two categories, first, what platforms do you guys use for backtesting, and second, where do you get your data from.
First, to clarify what I mean by 'platform'. I am looking for a mechanism which will enable me to (relatively) easily go from idea to backtest. For instance, in quantopian, you can write a strategy, and backtest it. The backtest will generate relevant metrics, and you do not have to worry about the code linking the strategy to the data. Additionally, if the platform allowed for more robust testing, like walk forward testing, and monte carlo analysis, that would be ideal.
I have seen two websites in particular, which seem to be popular. Quantconnect, and Quantopian. Now, I have looked into both of these, and I am not sure they are what I am after. First, I am a little skeptical of putting out algo's which I have poured my time hard work into, on sites which execute the code remotely. Second, I am more interested in derivatives trading than stock trading. If I were to use an online platform, I would prefer one which included data on Options/Futures/Forex. Additionally, while the language isn't a huge deal, I have experience in Java, and am learning Python for data Science applications. If there were a platform which let me use Python or Java, that would be ideal.
Second is the data source. This is a little redundant for online platforms, like quantopian, which are already integrated with the data. However, I have also been looking at Amibroker, which is executed locally on your computer, and does not come bundled with data. I have seen that you can get some data from IB, thinking about switching over to them, just for their data feeds. But really, the data I am interested in would be 1) EOD options data. 2) intra day futures/forex data. 3) intraday stocks/indexes/ETF data.
I am willing to pay for tools/data if necessary, but would prefer to keep costs as minimal as possible, as I am a losing trader with a day job.
Thanks in advance!
submitted by IAmBoredAsHell to algotrading [link] [comments]

Best Backtesting Setup?

I have tick level granularity data for forex strategy evaluation. From this, I can build candles of any size. I'm looking for a way to store all of this effectively on my laptop so I can easily manipulate and backtest it. What's a good setup for this? I'm looking at InfluxDB but having some issues with the Python driver conking out on me at around 1.5m rows. I need something that can handle billions.
submitted by FR_STARMER to algotrading [link] [comments]

Backtest Strategy in Python with the help of Backtrader ... Backtesting Strategy- Python Algo Trading Course Python Charting Stocks/Forex for Technical Analysis Part 1 ... Best back testing framework for al go trading in Python Trading With Python - example strategy backtest - YouTube Python Back Testing Live! Algorithmic Trading with Python and Quantopian p. 1 - YouTube

Backtesting.py. Backtest trading strategies with Python. Project website. Documentation. Installation $ pip install backtesting Usage from backtesting import Backtest, Strategy from backtesting.lib import crossover from backtesting.test import SMA, GOOG class SmaCross (Strategy): def init (self): price = self. data. Close self. ma1 = self. I ... Monday, 6 February 2017. Python Forex Backtesting Backtesting.py is a Python framework for inferring viability of trading strategies on historical (past) data. Of course, past performance is not indicative of future results, but a strategy that proves itself resilient in a multitude of market conditions can, with a little luck, remain just as reliable in the future. I trade Forex and Futures since 2013 and later I added Crypto as well. Coding is not my main focus but I like to see backtesting results of my strategies before I add them to my portfolio. That is why I started to learn Python as a tool to help me with this. I spent countless hours developing my skills on trading and now I want to help another traders to use some of my knowledge. I am sure ... bt - Backtesting for Python. bt “aims to foster the creation of easily testable, re-usable and flexible blocks of strategy logic to facilitate the rapid development of complex trading strategies”. The framework is particularly suited to testing portfolio-based STS, with algos for asset weighting and portfolio rebalancing. Modifying a strategy to run over different time frequencies or ... Being a blog about Python for finance, and having an admitted leaning towards scripting, backtesting and optimising systematic strategies I thought I would look at all three at the same time…along with the concept of “multithreading” to help speed things up. So the script we are going to create (2 scripts in fact – one operating in a multi-threaded capacity and the other single ... Backtesting is a fundamental step in testing the viability of your trading ideas and strategies. Here is a simple backtesting implementation in Python. Luke Posey. Jun 16, 2019 · 4 min read. This article showcases a simple implementation for backtesting your first trading strategy in Python. Backtesting is a vital step when building out trading strategies. The core idea here is to develop a ...

[index] [365] [17157] [19034] [17571] [13220] [17794] [1787] [3456] [24672] [961]

Backtest Strategy in Python with the help of Backtrader ...

Charting Stocks in Python playlist: http://www.youtube.com/watch?v=u6Xd3kRHhJI&feature=share&list=PLQVvvaa0QuDcR-u9O8LyLR7URiKuW-XZq Sample code: http://pyth... Example of strategy backtesting using IPython. The notebook can be found here: http://nbviewer.ipython.org/urls/dl.dropboxusercontent.com/u/11352905/notebook... Backtesting Strategy- Python Algo Trading Course AlgoJi. Loading... Unsubscribe from AlgoJi? ... Professional Forex Trading Course Lesson 1 By Adam Khoo - Duration: 58:55. Adam Khoo 3,292,049 ... Join me in my 2nd live-stream! Will be backtesting using python! Questions are welcome! WhatsApp @ +91-7795780804 for Programmatic Trading and Customized Trading Solutions Follow the URL link for Code Input: https://www.profitaddaweb.com/2018/10... In this tutorial, we're going to begin talking about strategy back-testing. The field of back testing, and the requirements to do it right are pretty massive. B... How to Build a Winning Machine Learning FOREX Strategy in Python: Getting & Plotting Historical Data ... Backtesting and Automating a TradingView Strategy Turn TV into a trade bot - Duration: 14 ...

https://binary-optiontrade.concingburgterpa.ml