Manthan Thakker's repositories
BitcoinPrediction
CryptoCurrency prediction using Deep Recurrent Neural Networks
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%.
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
AudioClassification
This repository contains code/papers/research on Speech or Audio Classification
Trending-Deep-Learning
Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.
eventfinderbackend
eventfinderbackend
Plagiarismpython
plagiarism-python: plagiarism Algorithm based on Document Fingerprinting - Tech stack: Spring Boot, MongoDB, Angular, AWS, FacebookLoginApi
apachesparkexamples
This repository contains all the programs related to apache spark
BotBuilders
A repository for sharing quick and simple chatbot demos, code snippets, and frameworks
cryptoStockAnalysis
This repository contains data visualization related to leading cryptocurrencies and stock market
DataVisualization
Basic tutorial on Data Visualization
eventfinder
Event Finder React Web Application
ExplorePytorch
Exploring Pytorch
free-spoken-gujarati-digit-dataset
A free audio dataset of gujarati spoken digits. Think MNIST for audio.
hadoop-page-rank
PageRank Implementation for Map Reduce in Hadoop and Apache spark
machine-learning-1
Content for Udacity's Machine Learning curriculum
MachineLearningAlgorithms
No python magic only computer science logic.
manthanthakker
Config files for my GitHub profile.
MLQuickWins
Machine Learning modules for quick wins
NeuralNetworks
NeuralNetworks
NewsEngine
Web application fetching real time news by crawling the internet
ProjectEnableVision
Goal: To utilize latest advancements in AI to build products to help people with vision impairment and make their life more meaningful
TransferLearningUsingPytorch
Pytorch Implementations of Neural Networks