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algorithms

Understanding All ▲lgorithms

applied-machine-learning-in-python

University of Michigan on Coursera

applied_machine_learning_with_python

This is the Repository of the book "Applied Machine Learning with Python", published in its first edition in 2019.

benchmark_gpu_platforms

Code for the GPU mega-benchmark article

codecamp2017

Slides from SV Code Camp 2017

dsc_intro

Exercises to accompany the free Springboard introductory data science "taster" course.

enable-hidpi-osx

Enable HiDPI on OS X

fastbook

The fastai book, published as Jupyter Notebooks

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

fromscratch

gensim

Topic Modelling for Humans

gensim-data

Data repository for pretrained NLP models and NLP corpora.

gensim-simserver

[NO LONGER MAINTAINED AS OPEN SOURCE - USE SCALETEXT.COM INSTEAD]

gensim-wheels

Repository to build and test Gensim wheels

glove

GloVe model for distributed word representation

hands-on-data-science-and-python-machine-learning

Hands-On Data Science and Python Machine Learning, published by Packt

jieba

结巴中文分词

machine-learning-with-python

Python code for common Machine Learning Algorithms

machinelearningwithpython

Starter files for Pluralsight course: Understanding Machine Learning with Python

mediacloud-sentence-splitter

Text to sentence splitter using heuristic algorithm by Philipp Koehn and Josh Schroeder.

natural-language-processing-tutorials

Natural Language Processing Tutorials(NLP) with Julia and Python

nlp-in-practice

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

nlp-with-python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

notebooks

Jupyter Notebooks with Deep Learning Tutorials

one-key-hidpi

Enable macOS HiDPI and have a native setting.

pbpython

Code, Notebooks and Examples from Practical Business Python

product-named-entity-recognition

Train a model to find the names of products in text

pydictionary

PyDictionary is a Dictionary Module for Python 2/3 to get meanings, translations, synonyms and antonyms of words

pyemd

Fast EMD for Python: a wrapper for Pele and Werman's C++ implementation of the Earth Mover's Distance metric

pyner

Python interface to the Stanford Named Entity Recognizer