avpronkin's repositories
Examples
Various examples for different articles
fuzzyjoin
Join tables together on inexact matching
hello_world
Hello World Ideas
Kaggle_YouTube-8M
Kaggle competition YouTube-8M
mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
Oxford-Deep-NLP-2017-by-DeepHack-MIPT
Deep Learning for Natural Language Processing Course: 2016-2017
rsparse
Fast and accurate machine learning on sparse matrices - Factorization Machines, FTRL, Matrix factorizations. Applications for top-N recommendations.
text2vec
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow