aryal007

My personal repository

aryal007.github.io

base_pytorch_cnn

This is a base repo for implementation of cnn using pytorch for cifar10 classification

coastal_mapping

Estimate the coastline for the Arctic National Wildlife Refuge

custom_image_classifier

This program can be run on custom images to classify them using tflearn.

decisiontreeclassifiervizualization

This repository uses a DecisionTreeClassifier from scikit learn for classification of iris dataset and vizualizes the result on a well labeled pdf file

deploy_mnist_classification_using_flask

In this repository, we will see how to classify MNIST Handwritten digits using Keras and then deploy the model using flask to make predictions in web browser

django

learn django

facebook_messenger_bot

Get your own facebook up and running using python.

gee_landsat_7_query_tiles

geometricalshapesdataset

This is a python program to generate random geometrical shapes datasets for image classification training.

glacier_mapping

matplotlib_bar_graph

This is a simple example to matplotlib bar graph to demonstrate the literacy status of people in 75 districts of nepal categorized by sex.

ml_satellite_image_segmentation

modis_ndvi_alaska

movie_recommendation

Python program to recommend movies using lightfm dependency and movielens datasets

naturallanguagesprocessingapi

Use of various API (alchemy, aylien API) etc for extraction of News, sentiments, keywords, descriptions etc. from a url or text

nepali_text_generation

Nepali characters text generation using a RNN (LSTM) using tflearn library.

opencv_face_recognition

Face recognition program in opencv 3.2 with opencv contrib face module using python3

predict_stock_prices

This code in python takes the google NASDAQ quote, analyses sentiment of the company based on that code and then predicts the future share price of the company based on the past records from google finance.

sentiment_analysis_demo

A basic example of sentiment and subjectivity analysis of text using Python TextBlob dependency

simpleneuralnetworkwithvisualrepresentation

This is a simple python program to analyze X-OR using neural network and visualize each weights and error on matplotlib graph

tweet_sentiment_analysis

A Python program to analyse sentiments from public tweets and print in csv.

visualize_intermediate_layers_in_cnn

jupyter notebook program to visualize the images after first two layers of VGG16 model