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Can we code emotions?
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Can we code emotions?
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  1. Built image classification deep learning architectures - AlexNet, VGG16, and ResNet using transfer learning and fine-tuning in PyTorch. Final model accuracies achieved are AlexNet-81.2%, VGGNet-85.…

    Python

  2. Single-label and multi-label classifiers to detect emotions in lyrics achieved 0.65 and 0.82 F1 scores respectively.

    Jupyter Notebook

  3. An intelligent agent to play the game Doom in a 3D environment using Deep Convolutional Q Learning.

    Python

  4. Detect the text language automatically using a bigram model, Support Vector Machines, and Artifical Neural Networks. The model is trained using the WiLI-2018 benchmark dataset, and the highest accu…

    Python

  5. Homework Solutions and Quizzes in Machine Learning course by Stanford Online - Andrew NG on Coursera.

    MATLAB

  6. Assignments Solutions, Quizzes and Projects for Deep Learning Specialization on Coursera - deeplearning.ai

    Jupyter Notebook 1

114 contributions in the last year

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February 2020

2 contributions in private repositories Feb 19 – Feb 21

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