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Guru Dharmateja Medasani's Projects

data-science-ipython-notebooks icon data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

data.table icon data.table

R's data.table package extends data.frame. More info:

deepbach icon deepbach

code accompanying "DeepBach: a Steerable Model for Bach Chorales Generation" paper

deeplearningmovies icon deeplearningmovies

Kaggle's competition for using Google's word2vec package for sentiment analysis

deeplearnjs icon deeplearnjs

Hardware-accelerated deep learning // machine learning // NumPy library for the web.

deepnet icon deepnet

Implementation of some deep learning algorithms.

df icon df

Pandas-like DataFrame DSL on Spark

dist-keras icon dist-keras

Distributed deep learning with Keras and Apache Spark.

distributed-graph-analytics icon distributed-graph-analytics

Distributed Graph Analytics (DGA) is a compendium of graph analytics written for Bulk-Synchronous-Parallel (BSP) processing frameworks such as Giraph and GraphX. The analytics included are High Betweenness Set Extraction, Weakly Connected Components, Page Rank, Leaf Compression, and Louvain Modularity.

dmtk icon dmtk

Microsoft Distributed Machine Learning Toolkit

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