Weekly BigData & ML Roundup – Feb. 9, 2017

Apache Bahir, distributed analytic extensions for Spark and Flink, v2.0.2 is released.

Awesome Network Analysis and DataScienceR directly point to Github repositories as their readme are the core contents.

Examples

MLPB
Machine Learning Problem Bible

self-driving-car-sim
A self-driving car simulator built with Unity

lectures
Oxford Deep NLP 2017 course

gt-nlp-class
Course materials for Georgia Tech CS 4650 and 7650, “Natural Language”

Awesome Network Analysis
A curated list of awesome network analysis resources

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

Models

TensorFlow Fold
Deep learning with dynamic computation graphs in TensorFlow

darkflow
Real-time object detection and classification

ResNeXt
Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

Libraries

MITIE
library and tools for information extraction

nmtpy
A suite of Python tools for training neural machine translation networks using Theano

renjin
JVM-based interpreter for the R language for the statistical analysis.

reticulate
R Interface to Python

tulipy
Python bindings for Tulip Indicators

DeepDarkFantasy
What if we combine Functional Programming and Deep Learning?

ScenicOverlook
A Python library for incremental, in-memory map-reduces


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