Questions tagged [machine-learning]

Any question regarding machine learning should have this tag. Learning from data is mainly used for prediction, classification, regression, clustering, decision making.

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Clustering data in R with observations over the years

At this moment i will learning some new things about clustering of data in R. I have an dataset with observations (how happy are people, how rich, sort of people) of 2018 like this: A1 A2 B1 …...
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How to deploy ML models on AWS or Google Cloud and use them in a nodejs Restful API [closed]

Let's say I have an emotion recognition ML model written in python, what service is the best or should I deploy it to? and how can I use that ML Model and apply it to an image a user has uploaded on ...
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What programming language to learn for artificial intelligence and machine learning?

I wanna get into artificial intelligence and maybe later also some machine learning. So far I only have a basic understanding of coding and minor experience with batch coding. What programming ...
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TensorFlow or MATLAB or Any Other for deploying ANN onto Arduino Microcontroller

I need to derive relationship between the input parameters(signals) and output one(s) for an ARDUINO Uno MCU. The model behind it has been suggested to me HERE. Actually, I need to approximate a ...
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machine translation using fuzzy reward “ fuzzy reinforcement learning” [duplicate]

if I will apply fuzzy logic for machine translation and I have a sentence from many words and one of these words have different meanings in the target dataset, in the fuzzy set the y-axis will be the ...
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machine translation using fuzzy reward “ fuzzy reinforcement learning”

I'm working on a task for the college which is machine translation using fuzzy reward " fuzzy reinforcement learning" I have been understood the reinforcement learning and the fuzzy logic but all ...
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Neural networks for real-time human segmentation in macOS (CoreML)

I'm trying to detect and segment humans in video frames. The idea is to capture the presence of persons and end up with a binary mask with 1s representing pixels belonging to humans, zeroes for the ...
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4x 690 for machine learning

Just got gifted a pc that i'm going to dedicate to machine learning and thought of buying 4x 690s which would result in 12,000 cuda cores. The problem is that the gtx 690 has a compute score of 3 ...
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what are the basic steps to implement digital marketing automation?

I want to implement a digital marketing automation application ,the application will basically do three things first it will web scrap the website ,then it will extract the text that will be used in ...
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Which tensorflow object detection model is easily Convertible to TF Lite format?

I am currently using the SSD_Mobilenet_v2 model, which i trained and deployed on an android device. The size of the application is now really large and i want to decrease it. Can anyone please let me ...
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open source software which converts english statements to shell script

I am looking for open source software that will auto convert english statements to shell scripts ex: english statement get current processes running on linux system It should automatically give ...
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Is there something like Kafka, but optimized for video streaming?

In Kafka (Python), you can do: from kafka import KafkaConsumer import cv2 consumer = KafkaConsumer('topic') for msg in consumer: img = extract_img(msg) # Placeholder function to get image from ...
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C#, C++ libraries

Made an application for drawing candlestick charts on C# charts. This is also my profile, but I somehow reached the limit ask. I used Chart Controls to draw Chart Controls To my regret, I found that ...
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AI chat web app

I am new to artificial intelligence but I have 5 years of experience in traditional programming, my question is that programming language or what framework would you recommend to make the following ...
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What GCP product should I use for calculating text semantic similarity?

I have built a web application that calculates text semantic similarity between two user-given sentences. I am using 'Universal Sentence Encoder' by Google to calculate semactic vectors of each ...
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Reinforcement Learning in OMNeT++

I intend to use Q-learning (or any other reinforcement learning variant) to control the congestion window size of TCP. I know of an OPenAI-GYM library for NS-3 that provides an interface between NS-3 ...
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Tools to apply python script to email auto response

I'm a data scientist, not a software engineer. I wrote a spam ticket detector in Python using ML model some time ago and my boss is pretty interested, and he wants me to make it into a demo-able "...
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Cluster computing service for Scientific Computing (Python Code)

This is my first post ever, so apologies for any mistakes (either in etiquette or otherwise). I'm looking for a service that I can use to run my machine learning experiments on. I'm currently a PhD ...
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Is there a RESTful API wrapper for scikit-learn models?

Is there a Python Open Source project which wraps scikit-learn models into a RESTful API? (I'm pretty sure there is cause I stumbled over a package in the past. Unfortunately I cannot remember how the ...
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Test data generation tool for outlier detection

I am building a machine learning model for outlier detection. Currently, I do not have a dataset with labeled outliers but I know the patterns of outliers and I have a normal dataset. I need a tool ...
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Transfer learning from a model that was trained on the MNIST dataset

Is there a model available that was trained on the MNIST data and has done very well? I would like to do transfer learning on my own dataset of numbers from license plates. I've done transfer learning ...
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Train mask RCNN model with RGB-D data?

I'd like to train a mask rcnn model using not just rgb data, but also include depth images. Is this possible and how would I go about doing it?
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Machine Learning Kit for React Native

I'm developing a React Native app and a machine learning model to process text to avoid spam. I need some way to use my model with my app. I found this package that could do the trick. But I want to ...
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what model to use for Recommendation Engine?

I want to develop a recommendation engine that recommends food based on weather conditions (cloudy,sunny,etc).what model would be better for it(item based collaborative ,user based or any other)?
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What is the server/cloud that can both store and run my 16GB machine learning model?

I have a machine learning model for natural language processing, which is as huge as 16GB. The model used Bert and was written in python. I want to build a web api that can run this model, so that I ...
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Python Library for question answering based on document

I am looking for a library that does question-answering on a document. To be more specific, I want to give it a document, a query, and I want an answer for that query based on the document. I know pre-...
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I need a tool to turn a traingsset for (binary) semantic segmentation into a set for object detection

i am playing around with some CNNs for semantic segmentation. The job is to detect all pixels that belong to buildings from aerial footage. This is a binary semantic segmentation, so i am only ...
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Sample recommendation dataset for research

Can anyone provide me links for getting the following days for building a recommendation model in machine learning user rating buying behavior Browsing history If direct datasets aren't available, ...
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Looking for a machine learning library that gives feedback about movements

I am capturing the movement of one arm while lifting a box. I want to teach this movement to an algorithm and when another person wants to lift a box the algorithm should compare my movement (the ...
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Trainable Predictive Typing with Phrase suggestions for Business

I would like to find a program that suggests phrases that are commonly used by our business as the user starts typing them, similar to Gmail's "Smart Compose" feature. This could be an installed ...
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What OCR can i use to extract text from images for multiple languages (all European languages)? Open source software is preferred

Input is in image format(.jpg and .png) and output is in text format. Preferred language for coding is python.
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Is there a Python library where I can make a networking model to train a reinforcement learning algorithm at?

I'm making an transmission algorithm for an ad-hoc network where each node is an agent interacting with it's environment. Do you know if there is a Python library which enables me to make an ...
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Recommendation for a predictive database

I'm looking for a predictive database using ML and AI. The purpose is to perform smart searching or some kind of demand forecasting. Any suggestion?
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Prepare dataset in CSV for machine learning?

I have a dataset consisting of CSV files (weather data). My issue is to clean the wrong values or empty values before using the dataset for machine learning. Right now I have to copy by hand the data ...
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Python library to let the user draw points and curves

I want to draw a python graph not using points but something similar to a paint software by selecting points and curves. Is there any library available?
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Need recommendation for Algorithm using neural network for abuse detection in a chat server

I am trying to build a chat server which will let multiple users have chat sessions between them. The server will monitor any incoming messages which violate website policy along with abuse detection ...
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Recommend AI platform for Hobby/Student

I'm a programmer hobbyist and I'm attending a video course at my own expense to learn how to program using WPF. In the course we arrived at a point where we will carry out a project with Microsoft's ...
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AI multi record text classification

I was asked to build a program that classifies strings of text using Artificial Intelligence. I used IBM Watson Natural Language Classifier API which works great but doesn't allow records longer than ...
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Language Model visualization / explanation

I have a language model. Given a sentence, it assigns weights to each n-gram in the sentence and returns "positive" or "negative". My goal is to visualize this model. Is there any front-end package I ...
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Python library for searching duplicate words

Is there any Python libraries which can help me to solve my problem? There are tons of duplicate nomenclature names like 'blue skirt', 'skirt with frill', 'skirt blue color' and so on. Step 1. I ...
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Automatic recognizing of the proprietary files type

I would like have sw/utility/library, what is able to recognize file structures of uknown (proprietary or not so usual) file types. So I have bunch of files of some proprietary file type (some ...
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Application to performs automatic lyrics to text recognition

One common thing which highlights how to deal with e-training is the robot toasting contest : teach a robot how to return a toast by making it jump with a frying pan. Once he stops to fails, give it a ...
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Meta-features calculator

I'm looking for a Java-based library for the computation of meta-features over datasets in ARFF format. Any recommendations? p.s. As of now, I found a library that computes MLC related meta-features,...
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Need recommendations for python libraries to identify the vehicle type (car, bike, bus)

I'm trying to develop a vehicle type identification system with my Raspberry Pi (with the Camera Module). When the camera is directed to a vehicle, the system should identify the type of that vehicle (...
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Software review for Exploratory data analysis and Machine Learning application

What are the advantages and disadvantages of Orange Data Mining tool over Jupyter Notebook, Pycharm, Spyder, etc for detailed Exploratory Data Analysis and Machine Learning Application? I thought I'...
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Approach to handle maching learning data matching problem

I have a requirement that consists of implementing machine learning algorithm using Pyspark on Azure Cloud. The model has to link records from two datasets refering to fianancial data. I am a quite ...
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Should I use Tensorflow's Keras API or Tensorflow's Object Detection API for panoptic segmentation?

I wish to implement Panoptic FPN (which adds an extra branch to Mask R-CNN for semantic segmentation) using TensorFlow, and use pre-trained models for its ResNet-FPN backbone. However, I am add a ...
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Open Source AI/Robotics Simulation Project

I am looking for an open source simulator for robotics where the simulation has a physics engine and you are able to build not only the robot but code it's software with capabilities as real to life ...
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Logistic Regression on Time Series data using GPU

For the problem I'm working on, I find the training period way too long to be acceptable for a time series logistic regression model. So I want to explore what people have done to improve the training ...
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Library to plot the Cumulative Match Characteristic (CMC) curve

I need to plot a Cumulative Match Characteristic(CMC) curve. I've already plotted ROC curve via a scikit-learn library but it doesn't seem to have any modules to plot a cmc curve. Any library or codes ...