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aman-095/README.md

Hi πŸ‘‹, I'm Aman

I am a Final Year undergraduate at Indian Institute of Technology, Jodhpur. Applications of machine learning, natural language processing, data science, and computer vision that address issues in the real world are of interest to me.

Languages and Tools:

c cplusplus html5 opencv pandas python pytorch scikit_learn seaborn tensorflow arduino Numpy VS Code

aman-095

aman-095

Connect with me:

aman-bhansali-b4aa26228

Popular repositories

  1. Single-Image-Super-Resolution-using-ESRGAN Single-Image-Super-Resolution-using-ESRGAN Public

    Using an already existing ESRGAN model, degrading our HR images to generate training data for finetuning and further checking the MSE and PSNR for the generated and the original HR images. Link to …

    Jupyter Notebook 4 1

  2. Stock-Price-Predictiion Stock-Price-Predictiion Public

    Using the google stock prices dataset and build a model to predict the future prices using previous instances.

    Jupyter Notebook 2

  3. Principal-Orthogonal-Decomposition-on-Schlieren-Images Principal-Orthogonal-Decomposition-on-Schlieren-Images Public

    Using SVD and PCA to observe the top and most influential modes present in a shock wave generated from a super-sonic wind tunnel.

    Jupyter Notebook 2

  4. Sentiment-Analysis-API Sentiment-Analysis-API Public

    Developing a sentiment analysis model and creating an API server for the same.

    Jupyter Notebook 2

  5. Offline-Handwriting-Text-Recognition-using-RNN Offline-Handwriting-Text-Recognition-using-RNN Public

    Using RNN, LSTM for Offline Handwriting Text Recognition. Analyzing an already given paper and mentioning its Extended Abstract, Critical Analysis and some suggested Innovations

    1

  6. Decision-Tree-Classifier-and-Regressor Decision-Tree-Classifier-and-Regressor Public

    Implementation of Decision tree classifier and regressor on Drugs and concrete dataset. Includes knowledge about Information gain and Gini index

    Python