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1. input_pipe_building_augmentation input_pipe_building_augmentation Public

   Preparing image inputs for Convolutional Neural Networks. File loading and augmentation best practices.

   Python

2. MLAlgorithms MLAlgorithms Public

   ML and statistic algorithms, implementation, results and visualization

   Jupyter Notebook

3. NLP_projects NLP_projects Public

   NLP tasks, text classification, text similarity calculation, training LSTM with embedding layer, text generation using Keras and LSTM, BOW models, n-gram models, text preprocessing using NLTK and K…

   Jupyter Notebook

4. PythonOptimizedAlgorithms PythonOptimizedAlgorithms Public

   Unique problems and their solutions (using both brute-force and elegant ways) with added insights and supporting setup. Also included very very large test-cases to visualize the magic happening wit…

   Jupyter Notebook

5. timeseries_forecast_project timeseries_forecast_project Public

   Regression models mapping m inputs to n outputs. I have tried to make this code as configurable as possible by using .yaml configurations. Please read the config comments and set appropriate config…

   Python 1

6. VenturingIntoPyRegion VenturingIntoPyRegion Public

   Self-learning initiative to understand Python concepts (OOP, py libraries, tensorflow-introduction

   Jupyter Notebook