shayanalibhatti/Predicting_Bike_Share_Demand_with_LSTM

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shayanalibhatti/Predicting_Bike_Share_Demand_with_LSTM

shayanalibhatti

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In this project, I implemented LSTM model to predict hourly Bike Share Demand

Retail-Store-Item-Detection-using-YOLOv5

In this repository, I present a retail store item detector using YOLOv5

Jupyter Notebook

Finger-Movement-Classification-via-Machine-Learning-using-EMG-Armband-for-3D-Printed-Robotic-Hand

This repository shows how to classify EMG data coming from Myo Armband using neural networks and interface a 3d printed robotic hand to imitate the classified movement

Designing-a-PDF-Audiobook-using-Python

In this code, a simple implementation of PDF to audio converter is shown

Video-Augmentation-Code

In this repository, a simple implementation of Video augmentation is provided to augment videos for machine learning training tasks.

Coding-neural_network-for-XOR-logic-from-scratch

In this repository, I implemented a proof of concept of all my theoretical knowledge of neural network to code a simple neural network for XOR logic function from scratch without using any machine learning library

Jupyter Notebook

Depression-Assistant-Chatbot

In this project, I extend the implementation of a Tweet/Sentence Sentiment Classification to a "Depression Assistant Chatbot". This software asks the users how they are feeling and if what they write expresses sadness of anger then they are greeted with jokes until they feel better.

Jupyter Notebook

Creating-Weather-Forecast-App-in-Python-using-Openweathermap-API-and-MongoDB

In this app, I demonstrate how to design a Weather Forecast App that downloads weather forecast data from OpenWeatherMap using REST API and stores data in MongoDB for analysis. The weather forecast data is then shown on Google Map for each city.

Sorting_data_on_multiple_processors

In this Python repository, I sorted data using multiple processors via MPI4PY library.

IBM_Capstone_Data_ScienceProject

In this project, I implemented Convolutional Neural Networks on images of melspectrogram of sound files.

Jupyter Notebook

Predicting_room_occupancy_using_logistic_regression

In this repository, I used UCI's Occupancy Detection dataset to predict room occupancy prediction using logistic regression.

Jupyter Notebook