AmalVijayan
Senior Software Engineer | AI Solutions, OpenAI Products
Vonnue Innovations Pvt. Ltd.Kerala,India
Pinned Repositories
AmazonReviewScraper
This python code can be used to scrap reviews of a specific product from Amazon,
BERT-For-Multi-Class-Classification
bobseye
Classifying-Movie-Scripts
DataScience
Data Science Learning and Practice
Image-Classification-MNIST
The code is given in a Jupyter Note (.ipnb) file with all definitions and description.
Image-Classififcation-Hackathon
Solution for Intel Scene Classification with an attained accuracy of 73% on the test set.
SpeechClassifier
Text Classification is one of the most common problems in NLP. In the past few years, there have been numerous successful attempts which gave rise to many state-of-the-art language models that is capable of performing the classification task with mind boggling accuracy and precision. Text classification powers many real world applications from simple spam filtering to voice assistants like Alexa. These applications have the capability to classify the user’s input to understand the context of spoken words. In this article, we will build on the basic idea of giving the machine the power to listen to human speech and classify what the person is talking about. In one of our previous tutorials we talked about a library called Simple Transformers that makes it effortless to implement many transformer based state-of-the-art language models. We used the library to classify any number of input texts into one of the following four news sections Politics Technology Entertainment Business We will use the same classifier to classify what you speak into one of those four categories effortlessly with very minor changes in code.
Time-Series-Forecasting---Predicting-Bitcoin-Prices
Time Series Forecasting: Predicting Bitcoin Price The cryptocurrency market has seen its rise and fall in the past few years. With a variety of coins being exchanged for real money, it is important to know the trend in the coin price. In this article, we will build a fairly simple LSTM network to predict or forecast the prices of Bitcoin. Obtaining Bitcoin Data There are plenty of open sources available on the internet to extract historical data of Bitcoin prices. The one that I have used below is from https://coinmarketcap.com/.
AmalVijayan's Repositories
AmalVijayan/AmazonReviewScraper
This python code can be used to scrap reviews of a specific product from Amazon,
AmalVijayan/ArtificialNeuralNetwork
An Artificial Neural Network to solve a Classification problem
AmalVijayan/Classification_models
Classification models in python and R
AmalVijayan/NumtoWords
Java program that converts numbers to words format
AmalVijayan/DestinationCoderLand
A program to find the minimum cost to reach a destination passing through several check points
AmalVijayan/PyDataAnalytics
The program takes in a raw text file consisting of messages on various transactions. It uses Regular expression pattern to gather details such as account types , balances and account numbers of users. The collected data is processed in Primitive datastructures and string methods and finally stored into an output csv file Technologies used : Python, regex ,Pandas Data Frame
AmalVijayan/Getwebcontent
A python program that fetches contents from a web page.
AmalVijayan/Simple-TodoList
A simple To-Do List in Angular4
AmalVijayan/CompareDemo
Comparator and Comparable Demos
AmalVijayan/SpringDemo
A demo program for Spring Framework
AmalVijayan/GitHubPractice
this is a practice repo for gitcommandline
AmalVijayan/hello-world
first rep in this acc