Pinned Repositories
BayesMDL
A Bayesian Multiple Changepoint Detection Approach Using Minimum Description Lengths (MDL)
DiffFit-pytorch
Implementation of "DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning"
DiT
Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"
fast-DiT
Fast Diffusion Models with Transformers
huggingface-nlp-course
The Hugging Face course on Transformers
KFAB
liyingbo.com
KFAB2021
A cooking and statistics blog, continue to be awesome in 2021+
logisticVB
Variational inference for Bayesian logistic regression
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
MyTeachingSlides
My Teaching Slides
yingboli's Repositories
yingboli/BayesMDL
A Bayesian Multiple Changepoint Detection Approach Using Minimum Description Lengths (MDL)
yingboli/MyTeachingSlides
My Teaching Slides
yingboli/DiffFit-pytorch
Implementation of "DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning"
yingboli/DiT
Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"
yingboli/fast-DiT
Fast Diffusion Models with Transformers
yingboli/huggingface-nlp-course
The Hugging Face course on Transformers
yingboli/KFAB
liyingbo.com
yingboli/KFAB2021
A cooking and statistics blog, continue to be awesome in 2021+
yingboli/logisticVB
Variational inference for Bayesian logistic regression
yingboli/ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
yingboli/pymer4
All the convenience of lme4 in python
yingboli/QiangHomepage
Qiang's homepage
yingboli/scikit-learn-beginners-tutorials
Abridged implementation of the official scikit-learn beginner tutorials
yingboli/StatisticsNotes
yingboli/xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
yingboli/yingbo-blog
A statistician learns new skills