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Python Machine Learning for Online Trading

Hello,

I am looking for a Machine Learning expert to develop a framework for creating online trading strategies (Futures, Forex, Equities, Crypto Currencies,...). All strategies need to be in a human readable form f.e.

IF RSI(14) <30 AND

close(1) > Yesterdays HI

and Close(1) > Moving Average(20)

THEN Buy this bar on close.

I dont want to implement a Neural Net where the output is only some coefficients but as mentioned above the output should be in readable form. The Machine Learning Algorithms I wish to deploy would be those that produce human readable strategies (i.e. Grammatical Evolution, Genetic Algorithms, Decision Tree,...).

In order to find useful features, feature importance must be first analyzed. In this step I dont mind using algorithms which are not in human readable form. I would like to use Scitkit learn RandomForest, KNN, DecisionTrees and XGBoost and SVMs. Most favored to analyze feature importance would be RandomForest and XGBoost.

In this step, I wish to see a sorted table where the most important features are on the top and least important are on the bottom.

In the next step, you will use a certain percent of the most important features. Here you develop the trading strategies by using Grammatical Evolution, Genetic Algorithms and Decision Trees.

a few important things:

-

- features need to be able to be combined

- Whenever possible, use Scikit Learn

- the data must be split up into train, test and validation sets (40,40,20)

-since i am a beginner in Machine Learning a bit of coaching will be needed.

- you must be an expert in machine learning and should have done multiple projects. Ideally you have experience in Financial markets also or at least in Time-series analysis.

Habilidades: Python, Machine Learning (ML), inteligencia artificial, Scikit Learn, Mercados financieros

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Información del empleador:
( 57 comentarios ) zurich, Switzerland

Nº del proyecto: #24601650

35 freelancers están ofertando el promedio de $552 para este trabajo

matlabxperts

Hi, We have good experience in Machine learning based web applications including those used in finance. Your description clearly points towards time-series data which contains seasonality and trends. Usually, LSTMs are Más

$500 USD en 7 días
(23 comentarios)
6.8
alexkrayniy

Hello sir. As a machine/deep learning expert, I'm glad to see your project. If you check my profile, you can see I have deep knowledge in machine/deep learning algorithms with machine/deep learning tools. I also have f Más

$500 USD en 7 días
(7 comentarios)
5.9
adeelpirzada

Hi, I'm reaching out about I have been working on Machine Learning, Pattern Recognition, Event Tracking and Natural Language Processing using Python. Below are areas where I am strong and experienced. N.L.P: Get Más

$525 USD en 40 días
(12 comentarios)
5.7
qprotex

Hello, My name is Miguel Febres and you can locate my resume and certifications in the following links: [login to view URL] [login to view URL] In my 10+ years of experien Más

$750 USD en 7 días
(8 comentarios)
5.4
nitinbhardwaj01

I have been working on ML projects for 8 last  years. I have been working with Fortune 500 clients in the domain of BFSI, Retail and Tech. I have recently developed a model in Google colab for image classification for Más

$750 USD en 7 días
(19 comentarios)
4.9
AITSoft

Hey there, I have 4 years of working experience in web technologies and I have a strong working knowledge of every possible framework which is in the market. In terms of client-end I know: Scikit Learn, Artificial Int Más

$750 USD en 18 días
(22 comentarios)
4.6
WIFTCAP

Hi, nice to e-meet you. We have a team of experience Python, Django developers. We have developed a full fledged trading platform certified by NSE [login to view URL], Financial statement analysis web application [login to view URL] Más

$400 USD en 9 días
(17 comentarios)
4.9
(2 comentarios)
3.7
jvalenzuelavega

Greetings!I am the ML,DL expert that you look for, I masteed tensorflokw,keras,pytorch and rich experience in neural networks, NLP,pattern recognition,etc. thansk.

$500 USD en 7 días
(1 comentario)
3.4
Himerr0kovoi

Thanks for your posting!. I am a machine learning expert using java and python, c++ languages. I have developed a lot image processing projects related DNNs(deep neural nets) such as ANPR and ALPR, OCR, Android fruit c Más

$500 USD en 7 días
(4 comentarios)
3.6
Demenntor

Dear Employer, I have seen your Job description. I have good experience in Python and Machine Learning and have done similar projects. I have also published a research paper that you can find here https://www.ache-pu Más

$667 USD en 7 días
(9 comentarios)
3.4
volyurchak

Hi, there. I have rich experiences in IB Trading API. I have implemeted many IB Algo Strategy(Butterfly, Iron Conda, Strangle and Straddle). Your requirement is similar to my ib_insync trading bot. When hedging postio Más

$500 USD en 4 días
(2 comentarios)
3.1
apoplavsky

Hello! I am interested to implement such a framework for you. I am a senior ML/AI engineer who works for a leading multinational AI focused company; PhD in sciences. A significant part my work has been design, develo Más

$750 USD en 7 días
(3 comentarios)
3.2
goyalraman7

Working in fortune 500 company at Analytics and Data science role, working primarily on data driven solutions, automation, supervised and unsupervised machine learning . Expertise with Hive, SQL, Pyspark, Python, NLP a Más

$525 USD en 5 días
(2 comentarios)
1.2
anayapallavi

It will be done as i have a strong team of python developers. Please message me so that we can discuss more. Thanks.

$500 USD en 8 días
(1 comentario)
1.3
Quantrivium

Dear Sir/Madam, Quantrivium Limited is a Software Applications Company specialized in developing Quantitative Algorithmic Portfolio and Risk Management Systems. Its mission is to turn mathematical models and concepts Más

$600 USD en 10 días
(0 comentarios)
0.0
pphamtm

I am a data engineer at Societe Generale - a French bank in Paris. We focus on big data repository construction and maintenance using Spark, Hadoop, Hive and other state-of-the-art tools. I also collaborate with our Da Más

$750 USD en 15 días
(0 comentarios)
0.0
ekram0013

hi Hiring Manager, I read the description with very carefully and understand what you want exactly . i am new in freelancer.com but i am working at this area for last 2 years .i have 2 research papers On this field. T Más

$550 USD en 15 días
(0 comentarios)
0.0
lawlietfl

I have built many useful machine learning model for quantitative research in stock market. Not only I can make a great model, I will also make sure you learn a lot from it.

$500 USD en 7 días
(0 comentarios)
0.0
fervensong

Hi, I read carefully about your project. I am an expert in python and machine learning. I have rich experience about blockchain and trading. I hope to discuss more detail with you by chatting. Best regards.

$500 USD en 7 días
(0 comentarios)
0.0