Bhagyashri Patil's Projects
A small library for automatically adjustment of text position in matplotlib plots to minimize overlaps.
https://sites.google.com/sdsu.edu/covid19/main --- Clean data tables, learn relationships, analyze demographics, measure covid cases and deaths as a spatial time series, assess whether trends exist between demographics and cases/vaccine count, basic text analysis on tweets concerning covid-19 topics.
Shared repository for pushing the course assignments and collaborating with code-buddy and furthermore sharing the final updated version with the Professor.
Data science interview questions and answers
Topic Modelling for Humans
Port of Google's language-detection library to Python.
The most intuitive, flexible, way for researchers, ML engineers and data scientists to build models (with PyTorch) and ML systems for the ML lifecycle with an obsessive focus on flexibility and performance.
Manipulate large natural language corpora, apply quantitative linguistic measures to existing texts, and to formulate, carry out, and describe corpusβbased linguistic research project.
Computational view of data collection and analysis, data cleanup and data sorting tasks, computer visualizations, machine learning for statistical and structural concepts in data analysis.
Energy balance climate model, computing empirical orthogonal functions by singular value decomposition, hypsometric equations, Stefan-Boltzman radiation, Planck's law, geostropic approximation, conservation laws of climate dynamics, climate data plotting and visualization, and analysis of satellite data and model data.
Object-oriented programming as applied to business applications. Use of object-oriented classes, features, inheritance, and sub-classes for modeling and processing of business information.
Overview of tools, techniques, problems, and topics associated with the analytics of supply chain operations and the delivery of products or services at the local and global scale, familiarity with the many issues and concepts that arise within the field of operations and supply chain management.
π€ The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
A repository of all the NLP projects that I have worked on.
A collection of NGP
NLTK Source
The fundamental package for scientific computing with Python.
Basic README.md
My personal website listing research, projects and blogposts.
Primer is a Jekyll theme for GitHub Pages
PyTorch implementations of Generative Adversarial Networks.