ranja-sarkar Goto Github PK

asset-maintenance

bookmark

Learn, unlearn, relearn, stay updated.

data-base

database-app

dataset

Datasets to build classification and regression models optimized via random search and grid search algorithms.

demand_curve

An exploration of retail data for price-volume relationship, also called the demand curve.

document

PDF files can be read using various python library packages viz., tabula, pdfplumber etc. Here I've defined a class to parse files from a directory and save/store their information using pdfplumber in an output file.

document-images

PDF files can be parsed for their images using various python packages. Here I've defined a method to read the file, save/store the extracted images in a dir/folder using fitz (PyMuPDF module), and pillow (PIL - Python Imaging Library) used to view extracted images.

feature_engine

Feature engineering package with sklearn like functionality

graphs

Graphs (directed, weighted) with the 'networkX' library

mm

PCA for anomaly detection

network

Visualize your social network as graph.

pinn

Physics informed neural network

project

ranja-sarkar

Config files for my GitHub profile.

sensitivity

How much training data is required to build a ML model?

stats

Basic Statistics for Data Sciences

targeted-search

time_series

Explore the components of timeseries (univariate and multivariate) data using statsmodels library, build baseline models and compare with advanced forecasting models.