tanaysh7
University of Southern California. Data Science . Machine Learning . NLP . Data Mining . Knowledge graphs
Los Angeles
Pinned Repositories
Blood_Transfusion_Classifier
Perform Unsupervised, Semi Supervised and Supervised Classification on Blood Transfusion Dataset using SVM to predict donors
Buzz_LA
Knowledge graph of college events happening in and around Los Angeles
Crime-Prediction-PCA-Boosting
USA Crime prediction implementing Principal Component Analysis, Boosting, LASSO and Ridge Regression
face_rec
An eye-blink detection-based face liveness detection algorithm to thwart photo attacks.
GenerativeModelsText
Generate text in an Author's writing style by training an LSTM Network
Information-Extraction
Information extraction in Python using Conditional Random Fields to segment/chunk the course description of UCLA dataset by adding markup tag to indicate the type of chunk.
Recommendation_Systems
Recommendation systems built for Movie Lens dataset using user and item based collaborative filtering and model based approach
Redfin-Scraper
Sarcasm_Detection
Classifier to detect Sarcasm in a Comment.
Youtube_Age_Restriction
Annotate and classify Youtube videos taking into account the content of the video and the composition of the text/captions
tanaysh7's Repositories
tanaysh7/Blood_Transfusion_Classifier
Perform Unsupervised, Semi Supervised and Supervised Classification on Blood Transfusion Dataset using SVM to predict donors
tanaysh7/Information-Extraction
Information extraction in Python using Conditional Random Fields to segment/chunk the course description of UCLA dataset by adding markup tag to indicate the type of chunk.
tanaysh7/Sarcasm_Detection
Classifier to detect Sarcasm in a Comment.
tanaysh7/Social_Network_Analysis
Community detection for the highest modularity, implementing Girvan Newman algorithm.
tanaysh7/Buzz_LA
Knowledge graph of college events happening in and around Los Angeles
tanaysh7/Recommendation_Systems
Recommendation systems built for Movie Lens dataset using user and item based collaborative filtering and model based approach
tanaysh7/Youtube_Age_Restriction
Annotate and classify Youtube videos taking into account the content of the video and the composition of the text/captions
tanaysh7/Activity_Classification
Using L1 penalized logistic regression to classify the activities of humans based on time series obtained by a Wireless Sensor Network.
tanaysh7/ApplyRatePrediction
tanaysh7/Bank_Note_Classification
Perform Active, Passive Learning and Monte Carlo Simulation on Bank Note Classification problem
tanaysh7/BattleSheep
Smart Brand discovery
tanaysh7/Classifier_Service
A Machine Learning Classification web service written in Python, a Django app on Heroku
tanaysh7/D3_Graphs
A collection of D3 js Charts and Maps using angular and static json data.
tanaysh7/Email-analysis
Analysis of your personal gmail data
tanaysh7/email_bot
Simple email bot
tanaysh7/eye_movement_tracker
Learning to track eye movement in the browser
tanaysh7/FacialClustering
Group images with detected faces doing minimum comparisons and flag faces with not enough similarity for feedback.
tanaysh7/fastai
The fastai deep learning library, plus lessons and tutorials
tanaysh7/federated-learning
Federated Learning - PyTorch
tanaysh7/Instagram-Influence
tanaysh7/jekyll-now
Build a Jekyll blog in minutes, without touching the command line.
tanaysh7/machine-learning-systems-design
A booklet on machine learning systems design with exercises
tanaysh7/ML-Algorithms-from-Scratch
Implementation of ML Algorithms from Scratch in Python using Numpy/Pandas
tanaysh7/Soundex
Soundex is a phonetic algorithm for indexing names by sound, as pronounced in English. The goal is for homophones to be encoded to the same representation so that they can be matched despite minor differences in spelling.
tanaysh7/tanaysh7
tanaysh7/tensorflowjs_classifier
Tensorflow js image classifier, based on the mnist example - more general approach for loading other datasets
tanaysh7/Together-in-covid
Django app stores information, Uses Twilio SMS API to verify user and broadcast instructions
tanaysh7/Twitter_Stream_Trends
Generates twitter trends after analyzing stream and displays the top 10 hashtags related to a given search word in real time. Implementation of reservoir sampling to track popular twitter tags.
tanaysh7/USA_States_Plot
tanaysh7/wikiface
query wikipedia for people(celebrities) and compare the description to discover commonalities