yishengli's repositories
atap
Code for Applied Text Analysis with Python
copycat
A translation of Melanie Mitchell's original Copycat project from Lisp to Python.
course-nlp
A Code-First Introduction to NLP course
coursera-ml-py
Python programming assignments for Machine Learning by Prof. Andrew Ng in Coursera
DAEN-690
Juul Tweets
Data-Driven-Solutions-to-the-Addiction-Epidemic
GMU DAEN-690-002 FALL 2018
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.
lectures
Oxford Deep NLP 2017 course
ML_Doc
documents of ML
Moneyball
Predictive Analytics in the Transfer Market
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.
notebooks-for-articles
Repository with random scripts and IPython Notebooks that I use to write my articles
pep8.org
PEP 8, for Humans.
python-is-cool
Cool Python features for machine learning that I used to be too afraid to use
python-scraping
Code samples from the book Web Scraping with Python http://shop.oreilly.com/product/0636920034391.do
pytorch_geometric
Graph Neural Network Library for PyTorch
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
synthetic-data-tutorial
A hands-on tutorial showing how to use Python to do anonymisation with synthetic data
ThinkComplexity2
Book and code for Think Complexity, 2nd edition
tokenizers
š„Fast State-of-the-Art Tokenizers optimized for Research and Production
transfers
European football (soccer) clubs' player transfer histories
understat
An asynchronous Python package for https://understat.com/.