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Repositories
Software used for generating embeddings from large-scale graph-structured data.
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
This project will aim at studying and analyzing the inflation rates of countries globally. The dataset is a public dataset downloaded from International Monetary Fund(IMF) which consists of the inf…
Survival analysis built on top of scikit-learn
Slides and code from our TensorFlow workshop.
Code to accompany Advanced Analytics with Spark from O'Reilly Media
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…
Notes and exercise attempts for "An Introduction to Statistical Learning"
useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html
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
A R wrapper for the great library pivottable
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
The official online compendium for Mining the Social Web, 2nd Edition (O'Reilly, 2013)
Python helpers for building dashboards using Flask and React
A list of ggplot2 extensions
An R package to download prices from Bloomberg Datalicense