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python quantile LINEAR regression by using Deep neural networks

$10-30 USD

Closed
Posted about 2 years ago

$10-30 USD

Paid on delivery
do it for all main Deep NN packages , but do not use hidden layers LINEAR regression MEANS NO hidden layers keras for example point to start [login to view URL] tensor flow [login to view URL] pytorch then it should be 4 solutions, all of them should provide good performance each solution in separate file data is mixture of categorical and continues features at least 3 categorical features at least 3 continues features at least 10000 rows you find needed data sets by yourself : several datasets ( more than 2) all data sets used for all models see primitive linear (or log-linear) model W \cdot \mathbf{x} + \mathbf{b} (where W is a weight matrix, \mathbf{x} = (x_1, x_2) is an input vector, and \mathbf{b} is a bias vector) without hidden layers, [login to view URL] better to find and use existing code from web, then you include web links for source to prove all done correctly: make prediction manually use only one dimension vector coefficients like [login to view URL] coef_ : ndarray of shape (n_features,) or (n_targets, n_features) Weight vector(s). you prove correctness by upper prediction = Data * coef_upper_ you prove correctness by lower prediction = Data * coef_lower_ coef_upper_ coef_lower_ like [login to view URL] coef_ : array of shape (n_features,) Estimated coefficients for the features YOU NEED TO EXTRACT coef_upper_ coef_lower_ FROM ML MODEL you baseline FOR PREDICTOIN [login to view URL] you baseline FOR UPPER AND LOWER INTERVALS [login to view URL] [login to view URL] [login to view URL] and of course hyperparameters search like optimizer adam , mrop and etc
Project ID: 32543596

About the project

8 proposals
Remote project
Active 2 yrs ago

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8 freelancers are bidding on average $36 USD for this job
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Hi, I am Ibrahim, and I am a data scientist, I can help you with NN linear regression. please share details and the dataset in chat. Regards, Ibrahim Anjum
$50 USD in 3 days
4.4 (154 reviews)
6.8
6.8
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Hello there! ⭐⭐Python Expert Is Here ⭐⭐ I've read your project proposal carefully. I've been developing python code for 8 years, so I am confidence in completing your project within your deadline and successful result. If I am going to work with you, I will do my best to satisfy you. I'm ready. Please contact to me. Best regards.
$80 USD in 1 day
5.0 (53 reviews)
5.6
5.6
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I am an expert statistician and data analyst with more than four years of experience. I have full command on Excel analysis, SPSS, STATA ,R LANGUAGE AND PYTHON. I am expert in sentiment analysis, financial analysis, non parametric, parametric analysis, ANOVA, normality analysis, time series analysis, correlation tests, descriptive analysis, etc. See my portfolio for more information Readout your proposal able to solve it . Assign me this task I will do it as you demand.
$20 USD in 1 day
4.9 (28 reviews)
4.8
4.8
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I will do keras and pytorch quantile regression for the given dataset. Please message me more for I can do the work in 50$
$50 USD in 7 days
5.0 (21 reviews)
4.7
4.7
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Hi.Dear... Nice to meet you. I saw your project details carefully. Thanks for your posting. I am expert in deep Learning. I am working in this this field for 5 years. I have experiences to predict future data using Machine Learning, Matlab and Python. I think that I can complete your project perfectly. It is my pleasure to work with you. If you will give me a chance to work with you, you will get satisfied result and I will do my best for you. Thanks and Regards.
$20 USD in 1 day
5.0 (4 reviews)
3.5
3.5
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A diligent self-driven Business analysis/Data science professional with Statistics background (graduate) in analyzing data for the chat bots and providing improved efficiency of models by the means of artificial intelligence. ◆ SOFTWARES: R, Python, SQL, Advanced Excel,MS Office, SPSS, C,C++,Power BI,SQL ◆ SKILLS: Data mining, Data wrangling, Exploratory Data Analysis, Econometric Model building, Model Validation and testing, Data validation, Hypothesis Testing, Data visualization, Time Series Analysis,Machine Learning Algorithms ◆ ALGORITHMS: Generalised Linear Models, Hypothesis Testing ◆ FREELANCING: Subject Matter Expert - Probability & Statistic at Chegg India with 3+ years of experience Looking forward to apply my ample experience and skills in predictive analysis toward the success of an organization via understanding business change needs, assessing the impact of those changes, capturing, analyzing and documenting requirements and then supporting the communication and delivery of those requirements with relevant parties.
$20 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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i am cyber security expert and certified ethical hacker i wiil do your work very well , and you will be satisfied with my work i will make you a good project.
$20 USD in 10 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of CANADA
Downsview, Canada
4.9
16
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Member since Nov 29, 2017

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