unnikrishnansivakumar Goto Github PK

algorithms

:computer: Data Structures and Algorithms in Python

cadl

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

complete-mlops-bootcamp

A Hands on Guide on MLOps Practices to take your model from Laptop to Production. Created by the Author - Nachiketh Murthy

course-v3

The 3rd edition of course.fast.ai

coursera-ml-foundations

Run down of all practice done for the course

credit-risk-analytics

Academic project on development of a machine learning model for prediction of Probability of Default (PD)

crime-deprivation-index-prediction

Deep learning model for the prediction of the deprivation index linked to crime using the LIDAR images of the city of London. GradCAM is used to visualize the model insights.

deep-learning

Repository of all my deep learning practice exercises

deeplearningaiwork

Course work of deep learning.ai coursera course

dynamic-shap-plots

Enabling interactive plotting of the visualizations from the SHAP project.

easyvizzy

Some set of scripts for easy visualizations like Stacked bar plot and radial charts

emp-py

EMP package for python

fasttreeshap

Fast SHAP value computation for interpreting tree-based models

keydist

Simple python script to calculate string distance using weighted levenshtein

mask-surveillance

mercury-level-analysis

R Code used for the Mercury level analysis course work related to Data Analytics Consulting course at UWO

monte-carlo-for-option-pricing

Multi level Monte Carlo and Standard MC for Option Pricing

montecarlomethodsinfinance

iversity course -- python implementation

nltk

notebooks

Jupyter Notebooks with Fluent Python examples

pandas-refresher

Run down of commands from python for data analysis

presidentialpoll-kaggle

sentichec

Simple python app to check emotion.

stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

superconductivity-analysis

Analysis of Superconductivity as part of Statistical Modelling coursework at UWO