yishengli's repositories

atap

Code for Applied Text Analysis with Python

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copycat

A translation of Melanie Mitchell's original Copycat project from Lisp to Python.

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course-nlp

A Code-First Introduction to NLP course

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coursera-ml-py

Python programming assignments for Machine Learning by Prof. Andrew Ng in Coursera

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DAEN-690

Juul Tweets

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handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

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lectures

Oxford Deep NLP 2017 course

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ML_Doc

documents of ML

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Moneyball

Predictive Analytics in the Transfer Market

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NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

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notebooks-for-articles

Repository with random scripts and IPython Notebooks that I use to write my articles

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pep8.org

PEP 8, for Humans.

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python-is-cool

Cool Python features for machine learning that I used to be too afraid to use

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python-scraping

Code samples from the book Web Scraping with Python http://shop.oreilly.com/product/0636920034391.do

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pytorch_geometric

Graph Neural Network Library for PyTorch

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sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

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synthetic-data-tutorial

A hands-on tutorial showing how to use Python to do anonymisation with synthetic data

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ThinkComplexity2

Book and code for Think Complexity, 2nd edition

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tokenizers

šŸ’„Fast State-of-the-Art Tokenizers optimized for Research and Production

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transfers

European football (soccer) clubs' player transfer histories

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understat

An asynchronous Python package for https://understat.com/.

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