Dan Fu's repositories
senior-thesis
Repo to hold Senior Thesis
3D-ResNets-PyTorch
3D ResNets for Action Recognition (CVPR 2018)
beautiful-jekyll
:sparkles: Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll
camera_asst
Assignment 1 for Stanford CS348K (implementing a basic camera RAW pipeline)
compression-ml
Using Discrete Cosine Transforms to speed up traditional machine learning techniques.
cs260r-hotcrp
Coq development to prove information confidentiality in HotCRP is correct.
CSrankings
A web app for ranking computer science departments according to their research output in selective venues.
FasterTransformer
Transformer related optimization, including BERT, GPT
helm
Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110).
hidden-stratification
Combating hidden stratification with GEORGE
influencingagents
Research project exploring influencing agents for flocking in low-density settings.
MLP-Mixer-CIFAR
PyTorch implementation of Mixer-nano (#parameters is 0.67M, originally Mixer-S/16 has 18M) with 90.83 % acc. on CIFAR-10. Training from scratch.
robustness
A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
sail-blog
The SAIL blog
StableDiffusion
An Example Wrapper of Stable Diffusion that runs on Together Computer
transformers-NielsRogge
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
ViT-CIFAR
PyTorch implementation for Vision Transformer[Dosovitskiy, A.(ICLR'21)] modified to obtain over 90% accuracy FROM SCRATCH on CIFAR-10 with small number of parameters (= 6.3M, originally ViT-B has 86M).