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Peng Liu's Projects

medium-articles icon medium-articles

Repository with all my blog posts on data science and machine learning learning topics

ml-course-notes icon ml-course-notes

🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.

ml-road icon ml-road

Machine Learning Resources, Practice and Research

mmaction2 icon mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

model-vs-human icon model-vs-human

Benchmark your model on out-of-distribution datasets with carefully collected human comparison data

netron icon netron

Visualizer for neural network, deep learning, and machine learning models

neurogenesis-bbr-2019 icon neurogenesis-bbr-2019

Source code for "Forgetting at biologically realistic levels of neurogenesis in a large-scale hippocampal model"

nips2017 icon nips2017

A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2017

nn-svg icon nn-svg

Publication-ready NN-architecture schematics.

nndichromacy icon nndichromacy

Understanding color processing in vouse V1 using Deep Neural Networks. In collaboration with Katrin Franke and the BCM.

nndl.github.io icon nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

nnftd icon nnftd

Code samples for my book "Neural networks for the determined"

otml_statlearn2018 icon otml_statlearn2018

Courses and practical sessions for the Optimal Transport and Machine learning course at Statlearn 2018

phase icon phase

Code for procedurally synthesizing PHASE animations

pima-ct icon pima-ct

Low-dose CT noise simulation and denosing

posal icon posal

Code for TMI paper: Patch-based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation

prmlt icon prmlt

Matlab code for algorithms in PRML book

pyprobml icon pyprobml

Python code for "Machine learning: a probabilistic perspective"

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