Pinned Loading

1. Natural-language-processing Natural-language-processing Public

   In this notebook, I am updating NLP notebooks, and projects

   Jupyter Notebook 11 1

2. imbalanced-classification-problem-with-GAIN-LIFT-chart imbalanced-classification-problem-with-GAIN-LIFT-chart Public

   In this project, I have take bank target marketing dataset with imbalanced classes, I have solved it through GAIN&LIFT chart as well as over-sampling method of sklearn utils.

   Jupyter Notebook 1 2

3. Time-series-analysis-and-forecasting Time-series-analysis-and-forecasting Public

   In this repository, I have mentioned all the time series analysis methods from statsmodels library to analyse and model time-series data.

   Jupyter Notebook 36 4

4. Computer-vision Computer-vision Public

   In this repository, I am updating computer vision ML notebooks and techniques.

   Jupyter Notebook 6

5. Road-Traffic-Severity-Classification-Project Road-Traffic-Severity-Classification-Project Public

   This is a multiclass classification project to classify severity of road accidents into three categories. this project is based on real-world data and dataset is also highly imbalanced.

   Jupyter Notebook 17 7

6. Principal-Component-Analysis Principal-Component-Analysis Public

   here's code for PCA and it's importance in data reduction to avoid multi-collinearity in dataset.

   Jupyter Notebook 3