sonwanesuresh95 Goto Github PK

books-to-notebooks

Track record and notes from books on ai/ml/dl/nlp/cv

california_housing_benchmarks

observing behaviour of learning algorithms on regression task with feature scaling

cifar10_image_classification

Image Classification on CIFAR10 dataset using CNN

cifar10_webapp

Webapp to test the cnn model trained on cifar10

collaborative-filtering-on-movielens

CF based movie recommendation system WebApp

data-structures-implementations

implemented in pure python: stack, queue, linked list, hash table, heap, tree, binary tree, binary search tree

django-to-do-app

To do application in django

django-todo-app

django todo app + aws ec2 + mysql

document_clustering_using_kmeans

Applying KMeans Clustering Algorithm on real world Text Documents Dataset.

edit-distance

minimum edit distance:

elastic-search-engine-netflix

elasticsearch engine built on the top of netflix dataset to retrieve data from query such as 'cast', 'description', 'director', 'duration', 'rating', 'title' etc

elasticmsd

Transfer the Million Song Dataset (MSD) in an Elasticsearch index

entity_extraction_using_spacy

Entity extraction tool/webapp built using spaCy library

flask-mongodb-crud

A simple Webapp for CRUD operations on MongoDB

flask-music-app

A Music player app in Flask which can manage playlists,Download songs,etc;

flask-snippets

flask snippets - backend operations

flask-sql-crud

Simple Webapp with sqlite3 db for CRUD operations

flask-video-streaming

Movie/video Streaming Web Application in flask with frontend & backend

gradient-descent-linear-regression

Pure python implementation of linear regression algorithm with gradient descent

handout

Turn Python scripts into handouts with Markdown and figures

hands-on-nltk-tutorial

The hands-on NLTK tutorial for NLP in Python

hello-world

imdb_sentiment_analysis

Sentiment Analysis on imdb reviews using Google's pretrained word2vec model

information_retrieval_system

Information Retrieval System powered by word2vec for similarity matching of word vectors of queries and documents.

js-rampup

js learnings

kmeans-clustering

kmeans-from-scratch

implementation of kmeans algorithm from scratch

landing-page-ec2

test deploy on ec2

ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

music-streaming-flask-api

Music streaming web app coded in python, flask and html