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1. Force-Directed-Graph-Layout Force-Directed-Graph-Layout Public

   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 usin…

   Python 7

2. Neural-Machine-Translation-Keras-Attention Neural-Machine-Translation-Keras-Attention Public

   Machine translation using LSTM Model. Created two translation models with/without attention mechanisms for translation between French-English and German-English.

   Jupyter Notebook 5 1

3. Vehicle-Detection-Classification-YOLO-MobileNet Vehicle-Detection-Classification-YOLO-MobileNet Public

   Created a computer vision pipeline to detect and classify cars as SUVs or sedans using transfer learning on Mobilenet and object detection using YOLOv3.

   Python 10 4

4. Optimization-Algo-Comparision Optimization-Algo-Comparision Public

   Different optimization algorithms like Hill climbing, Simulated annealing, Late accepted Hill climbing , Genetic Algorithm is implemented from scratch.

   Python

5. Question-Paraphrasing-System Question-Paraphrasing-System Public

   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 fro…

   Jupyter Notebook 4

6. Drug-Similarity-and-Link-Prediction-using-Graph-Embeddings-on-Medical-Knowledge-Graph Drug-Similarity-and-Link-Prediction-using-Graph-Embeddings-on-Medical-Knowledge-Graph Public

   Utilizing graphical neural networks and embeddings on a medical database KEGG to perform link predictions and drug similarity systems.

   Jupyter Notebook 17 5