Fangzhou Li's repositories
para-impute
Missing value imputation package in Python specialized for High-performance computing.
acbm-predictor-senstivity-analysis
A sensitivity analysis for animal-cell-based meat (ACBM) cost prediction model.
fangzhouli.github.io
Link: https://fangzhouli.github.io/
image-mosaic
Image mosaic algorithm implemented in MATLAB
DEC
Keras implementation for Deep Embedding Clustering (DEC)
ecs171-machine-learning
A predictor for National Collegiate Athletic Association (NCAA) basketball matches.
ecs272-information-visualization
Course assignments for ECS272 Information Visualization at UC Davis.
ecs289g-deep-learning
Course assignments for ECS289G Deep Learning at UC Davis.
ecs289g-nested-relation-extraxtion
Applying an iterative neural network to BioInfer dataset for the nested relation extraction task.
flower-classifier-explaination
An analysis of explanations for flower image classifier.
handwritten-digits-recognition
Handwritten digits recognition achieved by Multilayer Perceptron Neural Network in MATLAB
interpretable-ml-book
Contributing to the neural network interpretation chapter of the IML book.
julia-set-visualization
Plot and compute Julia set in MATLAB
pt-dec
PyTorch implementation of DEC (Deep Embedding Clustering)
seam-carving
Seam carving algorithm implemented in MATLAB
shap
A game theoretic approach to explain the output of any machine learning model.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
tree-lime
My implementation of LIME algorithm. Added decision tree local explainer.