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factorbase

The source code repository for the Factor Base system.

featuretools

automated feature engineering

fossa-cli

Fast, portable and reliable dependency analysis for any codebase. Supports license reporting, large monoliths and 15+ build systems (go, npm, maven, gems, etc...).

fuzzywuzzy

Fuzzy String Matching (Fuzzy String Similarity Score) in Python

gem

GEM: Graph Embedding Methods

gluon-tutorials-zh

通过MXNet/Gluon来动手学习深度学习

graphframes

hivemall

Scalable machine learning library for Hive/Hadoop

imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

interactive_latencies

Jeff Dean's latency numbers plotted over time

libact

Pool-based active learning in Python

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

mlalgorithms

Minimal and clean examples of machine learning algorithms implementations

mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow.

nbviewer

nbconvert as a web service: Render Jupyter Notebooks as static web pages

nvd3-stat

publications

The pdf and LaTeX for each paper (and sometimes the code and data used to generate the figures).

pyod

A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

sentence2vec

Sentence2vec as described in A SIMPLE BUT TOUGH TO BEAT BASELINE FOR SENTENCE EMBEDDINGS by Sanjeev Arora, Yingyu Liang, Tengyu Ma

slib

`Slib` is a JAVA library dedicated to semantic data mining based on texts and/or ontology processing. The library is composed of various modules dedicated to specific treatments - they can be used in the context of information retrieval, data analysis, recommendation system design... The Semantic Measures Library (SML) is a sub-project of the Slib.

spark

Mirror of Apache Spark

spark-bench

Benchmark Suite for Apache Spark

spark-deep-learning

Deep Learning Pipelines for Apache Spark

spark-hive-udf

Example project showing how to create an UDF and use Hive UDFs in Apache Spark

spark-nlp

Natural Language Understanding Library for Apache Spark.

spark-sql-on-hbase

Native, optimized access to HBase Data through Spark SQL/Dataframe Interfaces

spark-tsne

Distributed t-SNE via Apache Spark

sparkonhbase

SparkOnHBase