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basics

📚 Learn ML with clean code, simplified math and illustrative visuals. As you learn, work on interesting projects and share them on https://madewithml.com for the community to discover and learn from!

bayesian-modelling-in-python

A python tutorial on bayesian modeling techniques (PyMC3)

covid-q

COVID-19 Question Dataset from the paper "What Are People Asking About COVID-19? A Question Classification Dataset"

data_science_for_all

Code and resources for my blog and articles to share Data Science and AI knowledge and learnings with everyone

deep-learning

eden

Sahana Eden is an Open Source Humanitarian Platform which can be used to provide solutions for Disaster Management, Development, and Environmental Management sectors.. Please sign CLA when submitting pull requests: http://bit.ly/SSF-eCLA

epi-python-solution

Solutions of "Elements of Programming Interviews in Python: The Insiders' Guide". Retrieved on 28 Oct, 2017.

google-maps-services-python

Python client library for Google Maps API Web Services

google-research

Google Research

hands-on-transfer-learning-with-python

Deep learning simplified by transferring prior learning using the Python deep learning ecosystem

magenta

Magenta: Music and Art Generation with Machine Intelligence

nlp_overview

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

stat-learning

Notes and exercise attempts for "An Introduction to Statistical Learning"

transfer-learning-for-text-classification

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

transformers-for-natural-language-processing

Transformers for Natural Language Processing, published by Packt

twitterfergusonteachin

Material for Advanced Analytics on Twitter during Ferguson Protests

twittersubeventdetector

The system detects sub-events from a stream of twitter tweets and summarizes them with relevant content

ulmfit_text_classification

Transfer Learning for NLP Tasks