regularization topic
ml-zoomcamp-2022
Solutions for the Machine Learning Zoomcamp 2022 by DataTalks.Club.
FSCNMF
An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
RSMix
[CVPR 2021 - Official] Rigid Subset Mix (RSMix): Regularization Strategy for Point Cloud via Rigidly Mixed Samples
OnlineLabelSmoothing
The official code for the paper "Delving Deep into Label Smoothing", IEEE TIP 2021
torch-layer-normalization
Layer normalization in PyTorch
Regularization-Pruning
[ICLR'21] Neural Pruning via Growing Regularization (PyTorch)
hyperstar
Hyperstar: Negative Sampling Improves Hypernymy Extraction Based on Projection Learning.
The-Deep-Learning-with-Keras-Workshop
An Interactive Approach to Understanding Deep Learning with Keras
coursera-machine-learning
My lecture notes and assignment solutions for the Coursera machine learning class taught by Andrew Ng.
introduction-to-machine-learning
A document covering machine learning basics. 🤖📊