srigorti Goto Github PK

collaborative-filtering-recommendation-system

conversation-simple

A simple sample application demonstrating the conversation api.

data-science--cheat-sheet

Cheat Sheets

demo

git tutorial

django_deployment_tutorial

Django app deployment

dotfiles

:wrench: .files, including ~/.macos — sensible hacker defaults for macOS

ebooks

entailment-with-tensorflow

Accompanying notebook for the Entailment with Tensorflow article.

fetchworks_pyramidword

This is a solution to the problem finding if a word is pyramid word

food-coach

A simple sample web application demonstrating the integration of Watson Tone Analyzer into Watson Conversation.

genetic_relatedness_thesis

Identifying genetic relatedness using images

interviews-1

Everything you need to know to get the job.

jekyll-now

Build a Jekyll blog in minutes, without touching the command line.

machine-learning-knn-classifier

Different experiments were conducted on OCR and IRIS dataset to observe n fold cross validation error for different n and to study the behavior of KNN classifier under label noise. Observations: Classification error increases as the samples’ labels are changed and increased every time we run the classifier.

machine-learning-logistic-regression

Trained Logistic Regression Classifier using different learning rates

machine-learning-naive-bayes-spam-ham-prediction

Applied Naïve Bayes Classifier to perform text classification.  Divided the dataset into Testing and Training sets and calculated Testing accuracy, confusion matrix and F-Score. Accuracy is 0.95 and F-Score is 0.82 Dataset: sms spam dataset.

medium

Code related to blog posts on my Medium page

music-playlist-application-using-andriod

natural-language-processing

Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning

neural-storyteller

A recurrent neural network for generating little stories about images

probabilistic-graphical-models

Code for Implementation, Inference, and Learning of Bayesian and Markov Networks along with some practical examples.

quora_duplicate_question_detection

reallabs

srigorti.github.io

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tensorflow

Computation using data flow graphs for scalable machine learning

vehicle-inventory-system-using-smart-pointers