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Muhammad Fahmi's Projects

mindwave-python icon mindwave-python

Linux and Mac-friendly Python parser to connect and interact with multiple NeuroSky MindWave headsets from one machine.

mpx5700 icon mpx5700

A Library to interface the MPX5700 series pressure sensor | any other sensor that has capabilities from 0-700kpa

online-courses-dataset icon online-courses-dataset

A web scrapping project to extract the course details from various online course providing websites.

portfolio icon portfolio

Ini adalah sebuah repository yang berisikan code portofolio saya

portfolio_website icon portfolio_website

Complete Portfolio Website with Bootstrap - HTML/CSS In this project, we are going to learn and build how to create a complete portfolio website with bootstrap using HTML and CSS. We will understand everything from scratch.

project-on-crop_recommendation-dataset icon project-on-crop_recommendation-dataset

This is a crop recommendation dataset .Based on the features(temperature,ph,rainfall,humidity,soil type) I have predicted crop name.This is a classification problem. I have applied all the supervised machine learning algorithms to solve this problem.

resnet50_face_detection icon resnet50_face_detection

Face detection via ResNet50 & transfer learning: 1. Data preprocessing & augmentation 2. Model training 3. Conversion to a fully convolutional model 4. Heat map generation

semantic-similarity-of-sentences icon semantic-similarity-of-sentences

Methods used: Cosine Similarity with Glove, Smooth Inverse Frequency, Word Movers Difference, Sentence Embedding Models (Infersent and Google Sentence Encoder), ESIM with pre-trained FastText embedding. Best performing method on Quora Question pair dataset was an Ensemble method with 0.27 log-loss.

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