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Backtest a Trading Strategy in Python/ Machine Learning SVM / SVC

$30-250 USD

Zavřený
Zveřejněno skoro před 6 roky

$30-250 USD

Zaplaceno při doručení
Your task is to run some backtests using an existing Python based trading strategy (the strategy will needs adjustment on several levels): The Strategy is run in Python and makes use of common modules: Numpy SkLearn incl. SVM/SVC Pandas etc. Your task is to extend the trading strategy as per the instruction that I will provide in chat and measure the following: - accuracy of prediction (long/short guessed correctly) - total profitability - drawdown (maximum diversion from profit peak) - consecutive loss days/ consecutive win days - Sharpe Ratio Strategy has hyper parameters to set. I need guidance/input on how to set and how to test different versions.
IČ projektu: 17120459

O projektu

17 nabídky
Vzdálený projekt
Aktivní před 6 roky

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17 freelanceři nabízejí v průměru $196 USD za tuto práci
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Experienced data scientist who has worked extensively in backtesting as well as formulating trading strategies using machine learning. Have implemented multiple movement prediction/ price prediction academic papers as well. Would like to know more details about the project
$170 USD v 3 dnech
5,0 (76 recenze)
6,9
6,9
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Hello, I can help with you in your project Backtest a Trading Strategy in Python/ Machine Learning SVM / SVC. I have more than 5 years of experience in Algorithm, Machine Learning, Python, Software Architecture, Statistics. We have worked on several similar projects before! We have worked on 300+ Projects. Please check the profile reviews. I can deliver your job with in your deadline. Please ping me for more discussion. I can assure the 100% job satisfaction. Thanks,
$250 USD v 3 dnech
4,9 (116 recenze)
7,0
7,0
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I am a professional ML/NLP Engineer in an IT company with 2+ years of Python, Machine learning and Natural Language processing, have experience working with many challenging problems and also with different tools and libraries like Scikit-learn, keras with backend tensorflow, and word2vec, fasttext, textacy etc, let me know if you are interested
$155 USD v 3 dnech
4,8 (59 recenze)
6,4
6,4
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Hello, Greetings! With a proven track record of successful achievements, I am pleased to present my application for your consideration as a Freelancer. Please have a look at my profile and portfolio to get an idea of our capabilities and some previous work on freelancer. This bid is approx. I’ll give you exact budget and price once discussing in details with you. Many Thanks & Regards, Rishi A.
$155 USD v 3 dnech
5,0 (55 recenze)
5,5
5,5
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Hello, I would like to work on this task and upon completion if you would like, I can work on other models as well and make a comparison. Models belonging to deep learning techniques. I am experienced in prediction/regression problems and and I would like to apply it in your problem. The project milestones will be divided after understanding the exact task details. Cheers, Bassel Safwat
$250 USD v 3 dnech
5,0 (8 recenze)
5,2
5,2
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Hi I only work with professionals in the Finance field (Quantitative Algorithmic Trading) At the moment i am doing some research on selecting the optimal indicators for a group of stocks using Genetic Algorithm (inspired by Tanaka Yamawaki and Tokuoka 2007 paper) on IBM Watson. specifically Tensor Flow Pad to do it I can pass what i am doing to you for small fee and good references and i can do whatever python back testing you require. Thanks
$277 USD v 5 dnech
5,0 (8 recenze)
4,6
4,6
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Hello, I have extensive experience in python and financial markets and would love to help you out on this project. I currently work part-time as a consultant for a long/short equity hedge fund part/time in Palo Alto, CA and have a Masters in financial mathematics/engineering. I think I can be of great help to you. My credentials are below: * Responsible for creating proprietary quantitative models and algorithmic trading strategies for long/short equity optimization models with specific risk and return parameters specified by the investor profile, utilizing machine/deep learning, along with Q reinforcement learning agents. •Created predictive vectorized/event-based machine learning models utilizing multivariate/logistic regression, lasso/ridge regression, linear/quadratic discriminant analysis, decision trees, K neighbors, Naive Bayes, random forest, support vector machine, Adaptiveboost, GradientBoost, XGB, and portfolio optimization to maximize return and minimize volatility for various investor risk profiles. •Responsible for deep learning modeling using recurrent neural networks, Tensorflow, nltk, sentiment analyzer, Keras LSTM, and convolutional neural networks, in attempt to predict specific asset class forecasted prices through stocks, forex, bonds, futures, ETFs, and other derivatives. •Designed a proprietary machine/deep learning long/short intraday algorithm utilizing the Interactive Brokers API, IB_Insync python library. Lets chat! Sam
$222 USD v 3 dnech
5,0 (8 recenze)
4,1
4,1
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hi i am a python machine learning expert i have professional skills in this kind of project let us discuss i can surely do this job perfectly thank you
$155 USD v 3 dnech
5,0 (4 recenze)
4,0
4,0
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I am an expert in Python and machine learning. I can measure these metrics for you and Would love to hear more from you.
$190 USD v 4 dnech
5,0 (1 recenze)
3,3
3,3
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hi, i have extensive backgrounds in sklearn, nump,, scipy and in general an experienced python programmer. i would like to have more information about this project, please contact me.
$111 USD v 5 dnech
5,0 (7 recenze)
3,3
3,3
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Hey, As seeing my zero reviews here, you must be hit by that why should I give this guy this precious project. But zero review is just because I have created my account a few days back. Experience in machine learning and working in one of the reputed company in new Noida as Data Scientist/Machine Learning Engineer. I would love to work with you and will be completing your project before the deadline so that you can increase your business.
$111 USD v 3 dnech
0,0 (0 recenze)
0,0
0,0
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I have experience developing Machine Learning models for time series predictions, more specifically for cryptocurrency prices. I have used Neural Networks (Convolutional + Recurrent) for feature extraction from time series, and Genetic algorithms for parameter optimisation. Moreover, I handled all the implementation and deployment details, including data parsing from exchange APIs, deployment on a specialised server to achieve low delays on requests, and the development of a frontend to control the predictor. I can have the project finished by Monday.
$155 USD v 3 dnech
0,0 (0 recenze)
0,0
0,0

O klientovi

Pochází z UNITED STATES
San Francisco, United States
5,0
222
Ověřená platební metoda
Členem od dub 4, 2010

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