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aasha01's Projects

cliner icon cliner

Clinical Named Entity Recognition system (CliNER) is an open-source natural language processing system for named entity recognition in clinical text of electronic health records.

covid19-visualizations icon covid19-visualizations

Using Python to visualize various datasets relating to COVID-19 in New York City. Analyses include: plotting rates by age and sex, geographic maps by zip code, and time-series plots with logarithmic axes.

crf icon crf

Simple implementation of Conditional Random Fields (CRF) in Python. A faster, more powerful, Cython implementation is available in the vocrf project https://github.com/timvieira/vocrf

data-science-pro icon data-science-pro

Regularly Updated | Collection of of the best Data Science Material from the Web

deep-learning-workshop icon deep-learning-workshop

Deep Learning Workshop : Including a VirtualBox VM with pre-configured Jupyter, Tensorflow, PyTorch, models and data

devskrol icon devskrol

This repository is to share Implementation of Algorithms for the Blog readers.

hr_analytics_pratise_problem icon hr_analytics_pratise_problem

Your client is a large MNC and they have 9 broad verticals across the organisation. One of the problem your client is facing is around identifying the right people for promotion (only for manager position and below) and prepare them in time. Currently the process, they are following is: They first identify a set of employees based on recommendations/ past performance Selected employees go through the separate training and evaluation program for each vertical. These programs are based on the required skill of each vertical At the end of the program, based on various factors such as training performance, KPI completion (only employees with KPIs completed greater than 60% are considered) etc., employee gets promotion For above mentioned process, the final promotions are only announced after the evaluation and this leads to delay in transition to their new roles. Hence, company needs your help in identifying the eligible candidates at a particular checkpoint so that they can expedite the entire promotion cycle. They have provided multiple attributes around Employee's past and current performance along with demographics. Now, The task is to predict whether a potential promotee at checkpoint in the test set will be promoted or not after the evaluation process.

medacy icon medacy

:hospital: Medical Text Mining and Information Extraction with spaCy

medcat icon medcat

Medical Concept Annotation Tool

mlreview_notebooks icon mlreview_notebooks

Notebooks for "A high bias low-variance introduction to Machine Learning for physicists."

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