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activity_classification

Using L1 penalized logistic regression to classify the activities of humans based on time series obtained by a Wireless Sensor Network.

applyrateprediction

bank_note_classification

Perform Active, Passive Learning and Monte Carlo Simulation on Bank Note Classification problem

battlesheep

Smart Brand discovery

blockchain-transactions

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

classifier_service

A Machine Learning Classification web service written in Python, a Django app on Heroku

cnn_colorize_images

Image colorization from grayscale image to a colored image using Convolutional neural network

crime-prediction-pca-boosting

USA Crime prediction implementing Principal Component Analysis, Boosting, LASSO and Ridge Regression

d3_graphs

A collection of D3 js Charts and Maps using angular and static json data.

digit-recognition-knn

Recognition of Handwritten Digits using K-Nearest-Neighbors classifier

email-analysis

Analysis of your personal gmail data

email_bot

Simple email bot

eye_movement_tracker

Learning to track eye movement in the browser

face_rec

An eye-blink detection-based face liveness detection algorithm to thwart photo attacks.

facialclustering

Group images with detected faces doing minimum comparisons and flag faces with not enough similarity for feedback.

fastai

The fastai deep learning library, plus lessons and tutorials

federated-learning

Federated Learning - PyTorch

firebaseapp

generativemodelstext

Generate text in an Author's writing style by training an LSTM Network

heroku-django-template

A Django 2.0 base template featuring all recommended best practices for deployment on Heroku and local development.

hygieia

CapitalOne DevOps Dashboard

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.

instagram-influence

interview

Everything you need to prepare for your technical interview

javaml

javasnippets

jekyll-now

Build a Jekyll blog in minutes, without touching the command line.

machine-learning-systems-design

A booklet on machine learning systems design with exercises