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544

ab-generic-python-toolbox

A toolbox for simulating cochlear implant signal processing and the perception of sound by implant recipients.

adversarial-attacks-cnn

Implementing white box adversarial attacks on parameters and architecture of CNN in PyTorch

air-quality-forecasting-model

Build an accurate air quality forecasting model

buzz-la

Knowledge Graph of student activities happening around universities in Los Angeles

cluster-analysis

K-Means clustering on a multi-class and multi-label data set

conditional-random-field

Information extraction using CRF to segment/chunk the course description of UCLA courses

cs599-spring-2019

csci_544_fa_18_slides

slides from the fall 2018 version of csci 544

darknet

Convolutional Neural Networks

data-visualisation

Data viz project using D3.js and Angular.js

deep-cnn-for-image-colorization

Colorize an image from grayscale using Convolutional Neural Networks

entity-linking

Matching records by linking entities using string and data matching

frequent-itemset-association

Market basket analysis of finding frequent itemsets using SON algorithm in Spark

image-classification

Create, train and test a CNN for the task of image classification

kaggle-toxic-comments-classification

Kaggle Competition involving a Natural Language Processing task

lookalike-modelling

Finding customer lookalikes using Machine Learning in PySpark

movie-recommender-system

Recommending movies using Collaborative Filtering and Locality Sensitive Hashing in PySpark

named-entity-recognition

NER for Twitter data using Viterbi Decoding, CRF and feature engineering in Python

nlp-project

This project attempts to annotate and classify Youtube videos taking into account the content of the video and the composition of the text/captions. While youtube flags content inappropriate for young audiences by requiring viewers to sign in, a lot of youtube content is generally unaudited if the uploader of the video does not flag it as appropriate for a particular age group. Also there is no distinction as to what content is appropriate for which age groups. In this project, we will classify content based the film rating system: ​G, PG, PG-13 and R.​

python

All Algorithms implemented in Python

pytorch-goodies

PyTorch Boilerplate For Research

scraping-wrapper

Wrapper program that extracts data from the course descriptions of UCLA from website

semantic-segmentation-transfer-learning

Semantically segmenting images using Fully Convolutional Networks based on VGG-16 network in PyTorch

semi-supervised-learning

Active learning, Passive Learning and Monte Carlo Simulations

social-network-analysis

SNA using Girvan Newmann Algorithm

spark-nlp-workshop

Public runnable examples of using John Snow Labs' NLP for Apache Spark.

structure-from-motion

Reconstructing the 3-D positions of a set of matching points in the images and inferring the camera extrinsic parameters in OpenCV

time-series-classification-of-human-activities

Classification of human activities like bending, cycling, walking etc.

twitter-streaming

Implementation of reservoir sampling to track popular twitter tags and calculate some basic statistics