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tf_literature_based_discovery

A TextFlows package which text mining widgets (UI components) for literature based cross-domain discovery

tf_tutorials

tft-dss

Teamfight Tactics Decisive Support System This is my current project, and I will work on advices which champion should user pick from 5 random champions that user can buy. I will use my knowledge to build fuzzy logic system that will calculate uncertain utility for every single champion and their combinations as a team. I dont recommend using it in ranked games especially its wasnt test with game yet.

tgni

Experimental NER techniques to address common (for me) text analysis problems.

the-customer-is-always-angry

A unsupervised ML problem that attempts to understand the reasons for recent customer unhappiness for a fictitious Portuguese firm.

the-importance-of-being-dissimilar-in-recommendation

Similarity measures play a fundamental role in memory-based nearest neighbors approaches. They recommend items to a user based on the similarity of either items or users in a neighborhood. In this paper we argue that, although it keeps a leading importance in computing recommendations, similarity between users or items should be paired with a value of dissimilarity (computed not just as the complement of the similarity one). We formally modeled and injected this notion in some of the most used similarity measures and evaluated our approach showing its effectiveness in terms of accuracy results.

the-original-data-and-matlab-code-of-fig.-2a-and-b

The code.rar is the original data and Matlab code of Fig. 2a and b. Please unzip and run test.m directly in Matlab.

the-presidential-elections_r-project

A simple R prog for pulling out twitter data and doing sentiment analysis

the-secret-of-the-big-guys

k-means + a linear model = good results

theanalyticsedge

Notes from the edX Course

theano-bpr

An implementation of Bayesian Personalised Ranking in Theano

theano-ctc

CTC implementation in Theano.

theano-hf

General purpose Hessian-free optimization in Theano

theano-rnn

Demonstration of recurrent neural network implemented with Theano

theano-tutorial

A collection of tutorials on neural networks, using Theano

theano-tutorial-1

Basic Theano code samples

theano-tutorial-aacimp2015

theano-tutorial-dlsgno5

theano-tutorials

Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.

theano_examples

Examples for the Python Theano library

theano_exercises

Exercises for my tutorials on Theano

theano_lstm

:microscope: Nano size Theano LSTM module

theano_neuralnet

theano_toolkit

Collection of useful, re-used routines.

thebeergame

New Implementation of The Beer Game. A game witch purpose is to teach the bullwhip effect. (See http://web.mit.edu/jsterman/www/SDG/beergame.html for further informations about the game)

thedataopen

Submission for The East Coast Datathon of Citadel's The Data Open 2019

thegame-python

This package is the Python implementation of THE GAME. (http://bpietropaoli.github.io/THEGAME/) This is a library to work on the belief functions theory (also called theory of evidence or Dempster-Shafer theory). This Python version should provide the same functionalities, especially, it can load and save the exact same models as the C library.

thesis

Accelerating Markov chain Monte Carlo via parallel predictive prefetching. Dissertation advisors: Margo Seltzer and Ryan P. Adams.

thesis-1

Sentiment analysis of MERS situation in Korean Twitter (for Thesis)

thesis-2

A Neuro-Fuzzy Model for Feature Extraction and Comparison of Technical Documents