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PYTHON- interpolation with resampling. Then logan plot

$10-50 USD

Closed
Posted about 5 years ago

$10-50 USD

Paid on delivery
I need to plot a time-activity curve for measured data. The time intervals are irregular so i need to interpolate with resampling so that data is sampled every 15 seconds. Cref (y axis) is the activity which has the following array array([ 0. , 348.983 , 4432.77 , 9858.942 , 13230.724 , 14074.866 , 14132.535 , 14249.749 , 13858.398 , 13815.434 , 13539.298 , 13265.524 , 12734.501 , 12104.913 , 11627.642 , 11131.748 , 10537.024 , 10042.941 , 9556.233 , 9078.126 , 8673.046 , 7992.1533, 7031.426 , 5940.104 , 4908.0713, 4149.585 , 3612.1482, 3221.2012, 3020.2327, 2825.3157, 2704.54 ], dtype=float32) the time (x axis) in seconds has the following uneven time intervals: [15, 30, 45, 60, 90, 120, 150, 180, 210, 240, 270, 300, 360, 420, 480, 540, 600, 660, 720, 780, 840, 1020, 1200, 1500, 1800, 2100, 2400, 2700, 3000, 3300, 3600] I need to resample so that data is sampled every 15 seconds. Following this I have Ctarget which has the array:array([ 0. , 581.7311, 5851.433 , 10426.111 , 12422.851 , 12678.066 , 12457.852 , 12037.824 , 12438.576 , 12301.788 , 12192.244 , 11718.365 , 11949.461 , 11511.533 , 10947.356 , 10409.294 , 10354.737 , 10048.753 , 9569.235 , 9538.16 , 9049.866 , 8555.707 , 7780.894 , 7018.909 , 6101.6587, 5379.143 , 4870.8496, 4581.016 , 4058.3743, 3838.395 , 3708.9106], dtype=float32) It has the same issue where the time is in unequal intervals. Once this is sorted I need to do a logan plot for these two regions (Cref and Ctarget) The equation for this logan plot is a straight line- with the function given in the screenshot (requires an integration function where the limits are 0 to 3600). Need the gradient to be generated as a number after.
Project ID: 18868196

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6 proposals
Remote project
Active 5 yrs ago

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6 freelancers are bidding on average $84 USD for this job
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Hello, I have gone through your job posting and become very much interested to work with you. I am an expert in this field. I have already completed several projects like this. For evidence you can see my profile. Please visit : https://www.freelancer.com/u/schoudhary1553 I have excellent command over English. I am a hard worker, productive and worthy of your attention I hope, I would be the right candidate for this post. Awaiting an affirmative response from you. Kinds Regards, Sandeep
$120 USD in 4 days
4.9 (381 reviews)
8.1
8.1
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Hello, I am experienced python expert. I can help with this task with quick turnaorund. Looking to hearing from you. Kind regards Rina B.
$35 USD in 10 days
5.0 (144 reviews)
6.4
6.4
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I have done MS Software Engineering. I have 5 years’ experience in DATA ENGINEERING, ML and Artificial Intelligence. I know all data mining techniques, Deep learning and data analysis techniques. I have worked on K-mean, ID3, Bayesian theorem, confusion matrix, Hungarian algo and so on .My research was on Rough Set Theory. Tools I use are Matlab, Weka, Python, R studio and RapidMiner. Please see my profile and reviews as well. Thanks
$50 USD in 2 days
4.9 (39 reviews)
5.7
5.7
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Hi, I will plot time-activity curve as you want. And also interested in working on next tasks with you, I have expertise in Python programming. I have checked image you attached. Need to understand about it s logic in detail and I can start working on it. Please send me message, so we can discuss details over chat, Thanks, Swapnil
$100 USD in 9 days
4.6 (20 reviews)
4.7
4.7
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We specialize and have 20 years of experience in Desktop/Web/Mobile application development. We provide our expert service in the following areas: • Artificial Intelligence • Automation Solutions • Data Science • Machine Learning • Software development Technologies/Languages: Python, C#, PHP, Mongodb, Mysql, MS Sql, Aws, Azure etc. We do possess a proficient in-house team working for us( Full-Time) having expertise in Python and software development . We are capable to work on your project. Lets have quick discussion over chat.
$166 USD in 8 days
4.9 (2 reviews)
4.6
4.6

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