nathanwang000
ML research scientist. Interested in model explanation and alignment with human. Some experience in RL, learning to tame genAI.
Pinned Repositories
498-final-project
a repository for researcher page classification
ConceptCredibleModel
Incomplete Concept Bottleneck Model
credible_learning
Code for Learning Credible Models
deep_exploration_with_E_network
for eecs 598 class final project
fcrnn
fully connected recurrent neural network
genAI_storyteller
Create storybooks generated using generative AI models from using LLMs for text to Stable Diffusion for illustrations (maybe also use text to speech for narration).
llm-playground
testing out ideas for using LLM
pic2code
Aim at converting picture to runnable code
pytorch_with_tensorboardx
an example using pytorch with tensorboardx
Shapley-Flow
nathanwang000's Repositories
nathanwang000/Shapley-Flow
nathanwang000/genAI_storyteller
Create storybooks generated using generative AI models from using LLMs for text to Stable Diffusion for illustrations (maybe also use text to speech for narration).
nathanwang000/credible_learning
Code for Learning Credible Models
nathanwang000/deep_exploration_with_E_network
for eecs 598 class final project
nathanwang000/llm-playground
testing out ideas for using LLM
nathanwang000/pytorch_with_tensorboardx
an example using pytorch with tensorboardx
nathanwang000/ConceptCredibleModel
Incomplete Concept Bottleneck Model
nathanwang000/faithful_interpretation
faithful interpretation of DNN
nathanwang000/interpretable_dimension
research project for interpreting already built networks
nathanwang000/OpenboxEYE
use Openbox + EYE to correct network bias
nathanwang000/sequence_fun
try all ways to model a time series data
nathanwang000/bball2018
nathanwang000/eecs692-reproduction
Reproduction of Spatial Tansformer Network
nathanwang000/forked_network_dissection
custom version of network dissection
nathanwang000/gnn_homophily
conditional low homophily from jeeheh's and mine project
nathanwang000/kuzushiji_challege_with_hao
kaggle challege: https://www.kaggle.com/c/kuzushiji-recognition
nathanwang000/learn_by_doing
tiny project to hold not useful pet projects
nathanwang000/mixture_of_experts_project
a project on MoE
nathanwang000/music_theory
a repo for me to generate music theory practice routines
nathanwang000/nathanwang000.github.io
github io website
nathanwang000/NBA_trajectory_representation
nathanwang000/OpenGlass
Turn any glasses into AI-powered smart glasses
nathanwang000/Optimizer
Optimization
nathanwang000/parallel-run-gpu
example code for parallel python code for maybe grid search purpose?
nathanwang000/personal-website
personal website (since heroku site suspended)
nathanwang000/pytorch_tutorial_fork
fork of pytorch tutorial to test my optimizer
nathanwang000/research_ideas
some code I keep locally
nathanwang000/template_train
training template
nathanwang000/verbalizedRL
exploratory: pytorch-like syntax for manipulating language model for incorporating feedback
nathanwang000/website
my personal website