Beren's repositories
berenliu.github.io
about me, math, physics, books and AI algorithms
000
have_fun_with_machine_learning
interesting ideas or experiments relative to machine learning
ProphetNet
Code for EMNLP20 paper: "ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training"
Language:PythonMIT000
pyprobml
Python code for "Machine learning: a probabilistic perspective" (2nd edition)
Language:PythonMIT000
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Language:PythonNOASSERTION000
RocAlphaGo
An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.
tensorflow
Computation using data flow graphs for scalable machine learning