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1. Tree-Structured-Neural-Network Tree-Structured-Neural-Network Public

   Built a constructive algorithm for addressing the binary nonlinear classification problem by using a Tree-Structured Neural Network in Multi-Dimensional input space.

   Jupyter Notebook

2. Time-Series-Analysis-Python Time-Series-Analysis-Python Public

   Performed a time series analysis in order to predict the usage of Water, Thermal Energy and Electricity in multiple buildings in an area. Project done at INSA Lyon, France

   Jupyter Notebook

3. Epsilon-SVR-and-RH-SVR-Models Epsilon-SVR-and-RH-SVR-Models Public

   Implementation of the Epsilon SVR and the Reduced Convex Hull SVR using CVXOPT optimization framework, and Cross Validation. Verified the results by comparing them with the SVR using sklearn librar…

   Python

4. Generic-Feed-Forward-Neural-Network Generic-Feed-Forward-Neural-Network Public

   Formed a multilayered generic Feed Forward Neural Network with a custom number of hidden layers and a custom number of neurons in each layer to solve the data recognition on MNIST dataset. Implemen…

   Python

5. Air-Quality-Management Air-Quality-Management Public

   Project at INSA Lyon, France: Description present in the description file

   Java

6. Web-Search-Engine Web-Search-Engine Public

   Designed a data structure displaying results via ranking algorithm and used Hash Maps to answer OR & AND search queries. Developed search functionality and ranking of documents using the tf-idf sco…

   Java