Jiaxing Ye's starred repositories
stable-diffusion
A latent text-to-image diffusion model
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
pytorch-template
PyTorch deep learning projects made easy.
exercises-in-programming-style
Comprehensive collection of programming styles using a simple computational task, term frequency
youtube_channel
Notebooks for the python tutorials of my youtube channel. See specific youtube video for link to specifc notebook.
long-range-arena
Long Range Arena for Benchmarking Efficient Transformers
93_Python_Data_Analytics_Projects
This repository contains all the data analytics projects that I've worked on in python.
algforopt-notebooks
Jupyter notebooks associated with the Algorithms for Optimization textbook
PyTorchIntroduction
《深入浅出 PyTorch——从模型到源码》源代码和勘误(见Issues)
inverse-compositional-STN
Inverse Compositional Spatial Transformer Networks :performing_arts: (CVPR 2017 oral)
VMLS-Companions
These are companion notebooks written in Julia and Python for: "Introduction to Applied Linear Algebra" by Boyd and Vandenberghe.
CleanTransformer
an implementation of transformer, bert, gpt, and diffusion models for learning purposes
ComputationalPhysicsMSU
For weekly plans, slides etc this site contains all relevant info
TwoWayMultiLabelLoss
Two-way Multi-Label Loss
foundation-models
Video descriptions of research papers relating to foundation models and scaling
PINNs_wave_equation
An implementation of Physics-Informed Neural Networks (PINNs) to solve various forward and inverse problems for the 1 dimensional wave equation.