Li's repositories
machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
machine_learning_examples
A collection of machine learning examples and tutorials.
afinn
AFINN sentiment analysis in Python
bert
TensorFlow code and pre-trained models for BERT
cs224n-winter-2017
All lecture notes, slides and assignments from CS224n: Natural Language Processing with Deep Learning class by Stanford
cs228-material
Teaching materials for the probabilistic graphical models and deep learning classes at Stanford
deepQuest
Framework for neural-based Quality Estimation
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
gensim
Topic Modelling for Humans
lectures
Oxford Deep NLP 2017 course
mkl4deb
Adding the Intel MKL to a Debian / Ubuntu system via one simple script
mosesdecoder
Moses, the machine translation system
mtm19
The 14th Machine Translation Marathon 2019 in Edinburgh
neuralmonkey
An open-source tool for sequence learning in NLP built on TensorFlow.
nlp_course
YSDA course in Natural Language Processing
reinvent2019-aim362-sagemaker-debugger-model-monitor
Build, train & debug, and deploy & monitor with Amazon SageMaker
SoftAlignments
Soft alignment visualisations for command line
stanford_dl_ex
Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial
tensorflow
Computation using data flow graphs for scalable machine learning
wmt16-scripts
scripts and configuration files for Edinburgh neural MT submission to WMT 16 shared translation task