Pinned Repositories
AndroidCalculator
A simple Android application for Calculator
animations
Created Animations using Blender 3d software. Used third party models and made a short animation film.
AudioClassification
This repository contains code/papers/research on Speech or Audio Classification
BitcoinPrediction
CryptoCurrency prediction using Deep Recurrent Neural Networks
DistributedGymMembership
⇨ Deployed a distributed application for online gym membership to facilitate communication between the different branches of a gym. ⇨ Created and maintained a customer database with a connection to analysis tools to increase profits. ⇨ Implemented various distributed concepts such as RMI, CORBA, web-services, socket programming.
eventfinderbackend
eventfinderbackend
InformationRetrieval
⇨ Designed and implemented a search engine architecture from scratch for CACM and a sample Wikipedia corpus. ⇨ Crawled the corpus, parsed and indexed the raw documents using simple word count program using Map Reduce, performed ranking using the standard Page Rank algorithm and retrieved the relevant pages using variations of four distinct IR approaches, BM25, TF-IDF, cosine similarity and Lucene based IR model. ⇨ Conducted a comparative study to evaluate the performance of the different search engines. ⇨ Technologies used: Lucene, NetBeans, JSoup, Weka, MapReduce
MapReduceSpark
CS6240 - Large Scale Parallel Processing Course at Northeastern University
Plagiarismpython
plagiarism-python: plagiarism Algorithm based on Document Fingerprinting - Tech stack: Spring Boot, MongoDB, Angular, AWS, FacebookLoginApi
speakerIdentificationNeuralNetworks
⇨ The Speaker Recognition System consists of two phases, Feature Extraction and Recognition. ⇨ In the Extraction phase, the Speaker's voice is recorded and typical number of features are extracted to form a model. ⇨ During the Recognition phase, a speech sample is compared against a previously created voice print stored in the database. ⇨ The highlight of the system is that it can identify the Speaker's voice in a Multi-Speaker Environment too. Multi-layer Perceptron (MLP) Neural Network based on error back propagation training algorithm was used to train and test the system. ⇨ The system response time was 74 µs with an average efficiency of 95%.
manthanthakker's Repositories
manthanthakker/BitcoinPrediction
CryptoCurrency prediction using Deep Recurrent Neural Networks
manthanthakker/speakerIdentificationNeuralNetworks
⇨ The Speaker Recognition System consists of two phases, Feature Extraction and Recognition. ⇨ In the Extraction phase, the Speaker's voice is recorded and typical number of features are extracted to form a model. ⇨ During the Recognition phase, a speech sample is compared against a previously created voice print stored in the database. ⇨ The highlight of the system is that it can identify the Speaker's voice in a Multi-Speaker Environment too. Multi-layer Perceptron (MLP) Neural Network based on error back propagation training algorithm was used to train and test the system. ⇨ The system response time was 74 µs with an average efficiency of 95%.
manthanthakker/InformationRetrieval
⇨ Designed and implemented a search engine architecture from scratch for CACM and a sample Wikipedia corpus. ⇨ Crawled the corpus, parsed and indexed the raw documents using simple word count program using Map Reduce, performed ranking using the standard Page Rank algorithm and retrieved the relevant pages using variations of four distinct IR approaches, BM25, TF-IDF, cosine similarity and Lucene based IR model. ⇨ Conducted a comparative study to evaluate the performance of the different search engines. ⇨ Technologies used: Lucene, NetBeans, JSoup, Weka, MapReduce
manthanthakker/MapReduceSpark
CS6240 - Large Scale Parallel Processing Course at Northeastern University
manthanthakker/AudioClassification
This repository contains code/papers/research on Speech or Audio Classification
manthanthakker/Trending-Deep-Learning
Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.
manthanthakker/eventfinderbackend
eventfinderbackend
manthanthakker/Plagiarismpython
plagiarism-python: plagiarism Algorithm based on Document Fingerprinting - Tech stack: Spring Boot, MongoDB, Angular, AWS, FacebookLoginApi
manthanthakker/AI
Implementations of Most Common AI Algorithms
manthanthakker/apachesparkexamples
This repository contains all the programs related to apache spark
manthanthakker/aztk
AZTK powered by Azure Batch: On-demand, Dockerized, Spark Jobs on Azure
manthanthakker/BotBuilders
A repository for sharing quick and simple chatbot demos, code snippets, and frameworks
manthanthakker/cryptoStockAnalysis
This repository contains data visualization related to leading cryptocurrencies and stock market
manthanthakker/DataVisualization
Basic tutorial on Data Visualization
manthanthakker/eventfinder
Event Finder React Web Application
manthanthakker/ExplorePytorch
Exploring Pytorch
manthanthakker/free-spoken-gujarati-digit-dataset
A free audio dataset of gujarati spoken digits. Think MNIST for audio.
manthanthakker/hadoop-page-rank
PageRank Implementation for Map Reduce in Hadoop and Apache spark
manthanthakker/machine-learning-1
Content for Udacity's Machine Learning curriculum
manthanthakker/MachineLearningAlgorithms
No python magic only computer science logic.
manthanthakker/manthanthakker
Config files for my GitHub profile.
manthanthakker/MLQuickWins
Machine Learning modules for quick wins
manthanthakker/MS-DOS
The original sources of MS-DOS 1.25 and 2.0, for reference purposes
manthanthakker/NeuralNetworks
NeuralNetworks
manthanthakker/NewsEngine
Web application fetching real time news by crawling the internet
manthanthakker/ProjectEnableVision
Goal: To utilize latest advancements in AI to build products to help people with vision impairment and make their life more meaningful
manthanthakker/RawNet
Author's repository for reproducing RawNet 1 and 2 papers with pre-trained model weights and speaker embeddings. RawNet2 is implemented in PyTorch and RawNet1 is implemented in PyTorch and Keras.
manthanthakker/ReinforcementLearning
manthanthakker/TransferLearningUsingPytorch
Pytorch Implementations of Neural Networks
manthanthakker/Website
ResponsiveWebDesigns