Deep learning topic
Deep learning is an AI function and a subset of machine learning, used for processing large amounts of complex data. Deep learning can automatically create algorithms based on data patterns.
smoothing-consistency
Code for the paper "Consistency Regularization for Certified Robustness of Smoothed Classifiers" (NeurIPS 2020)
DeepLearningProject
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
Pytorch_fine_tuning_Tutorial
A short tutorial on performing fine tuning or transfer learning in PyTorch.
libsdae-autoencoder-tensorflow
A simple Tensorflow based library for deep and/or denoising AutoEncoder.
deeplearning4recommendersystem
deep learning for recommender system
DeepRec
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
cnn-levelset
Source code for Kristiadi and Pranowo, 2017's "Deep Convolutional Level Set Method for Image Segmentation"
ml_project_template
Machine Learning Project Template - Ready to production
memory-efficient-maml
Memory efficient MAML using gradient checkpointing
Deep-Reinforcement-Learning-Survey
My Exploration on Deep Reinforcement Learning Survey