shwetamustare Goto Github PK
Name: Shweta Mustare
Type: User
Location: London
Shweta Mustare's Projects
recursive-search-java
Recursive Search of numerical items in a list. Java
shopping-basket-optimisation-with-apriori
Mining association rules within a dataset for frequent items, using Apriori.
shopping-basket-optimisation-with-eclat
Mining association rules for smaller datasets using Eclat (Equivalence Class Clustering and bottom-up Lattice Traversal).
simpleprofiling
The basic two page profile
support-vector-machine
Classifying customer purchase event, with supporting vector data points containing age and salary information using Support Vector Machine algorithm.
support-vector-regression
Minimising the Epsilon Slack variable distance with Support Vector Regression - on salary data with job role and position level as independent variables.
thompson-sampling-algorithm
Selecting the ads to run on a website with maximum yield of customer clicks. The success distribution of ads is calculated with Thompson Sampling Reinforcement algorithm, which actions the exploration based on maximum exploit rewards, in lieu of randomly exploring the actions on the distributions.
tic-tac-toe-game
Implementing the classic Tic Tac Toe game using Minimax recursive algorithm. Python
token-generator-in-lex
Generate a token table for a given file using Unix Lex.
twitter-proxy
Example of how to retrieve tweets in JSON format from Twitter's v1.1 API using PHP, OAuth & JavaScript.
upper-confidence-bound-algorithm
Selecting the ads to run on a website based on the distribution of customer clicking on it. The distributions of the ads are explored and exploited using a Reinforcement algorithm, UCB.
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