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Curate a Multilayer Perceptron Algorithm

Currently, we are working with transcriptomic data (gene expression) from biological samples. This variable expression profile allows us to classify the samples into 4 different categories.

The algorithm that we currently use consists of a Multilayer Perceptron (MLP) that we suspect is poorly trained (we have some samples that give us a result completely opposite to what was expected). This algorithm is currently applied with the SPSS program, fed with tables of data that collect the individual values ​​for each of the genes analyzed in each sample.

The job would consist of reviewing the algorithm's work and properly training it to accurately reclassify the samples. Furthermore, we want to migrate the analysis to a different and more traceable platform (for instance, R)

Would you be able to do this?

Habilidades: Linguagem de Programação R, Estatísticas, Estatística SPSS, Biologia

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Acerca do Empregador:
( 0 comentários ) Sevilla, Spain

ID do Projeto: #31641052

12 freelancers estão ofertando em média €1077 nesse trabalho

suyashdhoot

Hi I am a very experienced biostatistician, biotech data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from s Mais

€1500 EUR in 7 dias
(153 Comentários)
7.2
(87 Comentários)
6.3
(37 Comentários)
5.2
fastlabindia

I checked your STATISTICS Project requirements. Your work is one of the tasks that can be done very perfectly by us. I am an expert in SPSS, Statistics, R programming, regression analysis, using both Excel and SPSS, al Mais

€750 EUR in 2 dias
(26 Comentários)
5.1
dominicnzioka197

EXPERT IN NAMED SKILLS, OVER 18 YEARS OF EXPERIENCE, DEAR EMPLOYER, After KEENLY reading your description and being in possession of all CLEARLY STATED REQUIRED SKILLS as this is my area of PROFESSIONAL SPECIALIZATION Mais

€1000 EUR in 7 dias
(4 Comentários)
2.8
jk31

Hello, I applied in the last 2 years MLP models on transcriptomics datasets (mainly single cell RNAseq datasets). I did this in Python - using keras/tensorflow package, although I could do it in R. Some Deep Learning Mais

€1500 EUR in 7 dias
(5 Comentários)
2.7
loyidandrews

Hi, How are you? I have 10 years experience in R and Machine learning. I am very familiar with Multilayer Perceptron (MLP). Pls, ping me so that we can discuss about the project more. Thanks.

€750 EUR in 7 dias
(0 Comentários)
0.0
AwaisChaudhry

Hi there, I have read the brief details on the job listing. You can check my experience, customer feed backs and my portfolio here: https://www.freelancer.com/u/AwaisChaudhry?w=f I believe its a doable job I have grea Mais

€1500 EUR in 12 dias
(1 Comentário)
0.0
mousultom20

★★★★★★ AI + Deep Learning ★★★★★★ Dear client. I read your description carefully and I am really interested in your project. I graduated the Algorithm faculty in Monash University and got the degree of Bachelor of Compu Mais

€750 EUR in 10 dias
(0 Comentários)
0.0
yatsynakat

R is very suitable to analysis bio samples. Now, R is very widely used in SPSS field. I am looking forward to your samples showing your expectation. I can provide you successful results. I can ready to discuss with you Mais

€800 EUR in 7 dias
(0 Comentários)
0.0
soumojit86

I am a PhD in Operations Research with 12 years of experience in developing and deploying MLP solutions for various organisations and institutions using Python/R. Currently I am working as a Lead AI Scientist in a top Mais

€1500 EUR in 7 dias
(0 Comentários)
0.0
bfuente

Me considero un candidato ideal para este proyecto, ya que, además de dominar a la perfección el lenguaje de R, también tengo experiencia en la implementación de Redes Neuronales, así como la visión para resolver el pr Mais

€1125 EUR in 7 dias
(0 Comentários)
0.0