harelhan Goto Github PK

100-times-faster-nlp

🚀100 Times Faster Natural Language Processing in Python - iPython notebook

ai-odsc-workshop-2019

Materials for the workshop "Applications of NLP in EdTech" at Open Data Science Conference (West), 2019.

atap

Code for Applied Text Analysis with Python

awesome

😎 Awesome lists about all kinds of interesting topics

awesome-public-datasets

A topic-centric list of HQ open datasets. PR ☛☛☛

awesome-relation-extraction

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

bigartm

Fast topic modeling platform

complete-python-bootcamp

Lectures for Udemy - Complete Python Bootcamp Course

coursera-machine-learning-assignments-personal-solutions

Personal Solutions to Programming Assignments on Matlab

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

emerging_local_policy_trends

Natural Language Processing (NLP)

free-programming-books

:books: Freely available programming books

hands-on-nltk-tutorial

The hands-on NLTK tutorial for NLP in Python

interpret

Fit interpretable models. Explain blackbox machine learning.

intro-spacy-nlp

An introduction to using spaCy for NLP and machine learning

ldavis

R package for web-based interactive topic model visualization.

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

ml-ng

Implementation of machine learning algorithms with octave - exercises for Andrew Ng's machine learning course on Coursera

modern-nlp-in-python

nlp_course

YSDA course in Natural Language Processing

nltk-3----natural-language-processing-with-python-series

Natural Language Processing with Python 3 and NLTK 3 series

nmt-chatbot

NMT Chatbot

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

phrase-at-scale

Detect common phrases in large amounts of text using a data-driven approach. Size of discovered phrases can be arbitrary. Can be used in languages other than English

practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

premierleague

EPL site

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pytextrank

Python implementation of TextRank for text document NLP parsing and summarization

r

Personal repository for R functions