cod3licious/spectrm-challenge

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Created about 8 years ago
Updated about 8 years ago

cod3licious/spectrm-challenge

cod3licious

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Hiring challenge for Spectrm Machine Learning Scientists

autofeat

Linear Prediction Model with Automated Feature Engineering and Selection Capabilities

conec

Context Encoders (ConEc) as a simple but powerful extension of the word2vec model for learning word embeddings

simec

Similarity Encoder (SimEc) Neural Network Framework for learning low dimensional similarity preserving representations

Jupyter Notebook

word2vec

DEPRECATED! check out word2vec in the conec repo (https://github.com/cod3licious/conec) instead! -- python port of the word2vec C code (https://code.google.com/p/word2vec/) including negative sampling and the cbow model, closely follows the gensim word2vec implementation (http://radimrehurek.com/gensim/)

textcatvis

tools to analyze a collection of texts and identify relevant words

nlputils

Library for analysing text documents: tf-idf transformation, computing similarities, visualisation, etc.

simec-theano

SimEc code relying on the theano library - check out the simec repo instead for keras based code!

Jupyter Notebook

pubvis

PubVis - Web Application for the Interactive Exploration and Discovery of Scientific Publications

ml_exercises

Python Exercises for my Machine Learning Course

Jupyter Notebook

evolvemb

code to reproduce the results from the continuously evolving embeddings paper accepted as a demo paper at ACL 2021

python_tutorial

Python basics for machine learning

Jupyter Notebook

cancer_papers

Dataset with cancer papers

emotion_analysis

emotion analysis tests

Jupyter Notebook