allanah1

Pinned Repositories

• Fuzy_Logic

  This project involved being able to determine the speed and steering angle of a robot based on rules set by the programmer. These rules were dependent on 2 precedents - distance to an object and angle between the robot and the object.

  Language:Jupyter Notebook01

• Simulated_Annealing

  Achieve state of the art results on traveling salesman problem using simulated annealing with a different type of stopping conditions

  Language:Python11

• Adversarial_Models

  Training several deep learning models on MNIST handwritten dataset using keras. These models were tested on perturned images with different perturbations and then trained using fsgm and pgd images to improve robustness of the models.

  Language:Python00

• IMDB_Movies_NLP

  Multiple deep learning models were trained on IMDB movie reviews using NLP and pretrained glove word embeddings and used to classify these reviews

  Language:Python00

• RNN_Stock_Data

  Comparing LSTM, GRU, Bidirectional LSTM and Bidirectional GRU on some stock data

  Language:Jupyter Notebook01

• Image_Generation

  Variational auto encoder and General Adversarial network to generate images

  Language:Python00

• Short_Term_Load_Forecasting

  Short term Load Forecasting

  Language:Jupyter Notebook10

• 120-Data-Science-Interview-Questions

  Answers to 120 commonly asked data science interview questions.

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• allanah1

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• applied-ml

  📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

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allanah1's Repositories