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Product-Category-Prediction
Machine learning pipeline to predict relevant categories based on a product name and product description, using NLP and Deep learning concepts.Drug-Similarity-and-Link-Prediction-using-Graph-Embeddings-on-Medical-Knowledge-Graph
Utilizing graphical neural networks and embeddings on a medical database KEGG to perform link predictions and drug similarity systems.Vehicle-Detection-Classification-YOLO-MobileNet
Created a computer vision pipeline to detect and classify cars as SUVs or sedans using transfer learning on Mobilenet and object detection using YOLOv3.Force-Directed-Graph-Layout
An interesting application of gradient descent aims to stabilize any input graph such that the forces applied on each node are minimum and the overall model is stable. Visualization is perform using NetworkX.Drowsiness-Detection-OpenCV
Python application to assist drivers to alert when they feel drowsy and thus reduce the number of accidents.Neural-Machine-Translation-Keras-Attention
Machine translation using LSTM Model. Created two translation models with/without attention mechanisms for translation between French-English and German-English.Data-Visualisation-Using-R
Visualization of some real-life dataset using different methodology using GGPlot (R)Feature-Selection-Using-Genetic-Algorithm
Feature selection is performed using genetic algorithm to make a robust predictive model on the Boston dataset.Question-Paraphrasing-System
The task is to generate paraphrased questions, that is questions that have the same meaning but are different in terms of the vocabulary and grammar of the sentence The training data is derived from the Datasets of Paraphrased SQuAD Questions and consists of 1,118 paraphrased questions. The evaluation consists of 100 questions also derived from the Stanford Question Answering DatasetMachine-Learning-Data-Science-Interview-Prepration
Some materials for ML/DS InterviewsNatural-Language-Processing
Learning techniques related to NLPBuddies
A social networking site created by using JSP,Adv.Java, HTML, CSS, AJAX, MySql with features likes sending a friend request, updating profile, posting on the wall, like, share, messaging friends, creating session. Core lang: JavaDjango-Posting-Forum
A posting forum using djangoDeep-Learning-Practice
Trying to learn deep learning in a more practical manner /focusing more on how to implement things and the core concepts on deep learning.Jinni-Python-Search-Engine
Python Search EngineMachine-Learning
Trying different stuff with basic machine learning algorithms and its applicationsMachine-Learning-A-Z
Source code from Udemy course Machine Learning A-Z By Kirill Eremenko and Hadelin de PontevesGenerator-Optimizer
Trying to maximize the hourly energy production of number of genertors.CUDA_practice
CUDA programming practiceInformation-Retrieval
Deep-Learning-A-Z
Source code from Udemy course Deep Learning A-Z By Kirill Eremenko and Hadelin de PontevesImage-Captioning-CNN-LSTM
CNN-LSTM based architecture to generate relevant captions for any input image, encompassing Vision Deep CNN and language generation RNN trained on COCO dataset.Reinforcement-Learning
Work-related to Agents, Multi-Agents and Reinforcement LearningLove Open Source and this site? Check out how you can help us