Repository Index

a curated list of R tutorials for Data Science, NLP and Machine Learning

• datascience
• data-science
• r
• text-mining

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

• machine-learning
• data-science
• r
• python

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

• word2vec
• text-mining
• natural-language-processing
• glove

Methods for Image-Based Cell Profiling

• profiling
• microscopy
• r