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Rakib H. Hridoy's Projects

neuralstyletransfer-tensorflow icon neuralstyletransfer-tensorflow

One of the curious outcome of data science revolution is neural style transfer where nst algorithm merge two images, content and style, creating a artistic image of content image. Here TensorFlow is used to process images and lastly used nst algorithm.

numpy icon numpy

The fundamental package for scientific computing with Python.

predictingsequence-timeseriesanalysis icon predictingsequence-timeseriesanalysis

Time series data easy handling purposes in TensorFlow and python functional programming. Time Series data is handled and pre-processed by different steps,like making window of the data,splitting data for model purpose is also different than other processing methods. All has combined for easy access.

sentimentanalysisindashboard-webapp icon sentimentanalysisindashboard-webapp

Sentiment analysis as dashboard in web server. Quick understandable and customized layout for any business application. This is based on positive, neutral and negative tweets in US location.

supportvectormachinein-medical icon supportvectormachinein-medical

Support vector machine in medical disease detection. Both linear and non-linear data can be fitted in svm through its kernel specialization In medical we focus on precision or recall rather than accuracy.

systemsreinstall icon systemsreinstall

System configurations of desktops, servers and other machines. Automate with bash

uscrimeanalysis-appliedstatistics icon uscrimeanalysis-appliedstatistics

Detecting the key reason for crime(manslaughter) happened in 30 years. There's a lot of aspect present in the data published by US government. The data and the finding can be used in any country prospect,if not all but handy few.

visualmachinelearning-yellowbrick icon visualmachinelearning-yellowbrick

Yellowbrick wraps the scikit-learn and matplotlib to create publication-ready figures and interactive data explorations. It is a diagnostic visualization platform for machine learning that allows us to steer the model selection process by helping to evaluate the performance, stability, and predictive value of our models and further assist in diagnosing the problems in our workflow.

vosk-api-experiment icon vosk-api-experiment

Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node

webappclassifierstreamlit-python icon webappclassifierstreamlit-python

Machine Learning Training and Testing in Web App. It provide good learning interface for experimenting with different hyper parameter tuning and compare different algorithms with each other without writing code repeatedly.

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