overfitting topic
ImageNetV2
A new test set for ImageNet
self-adaptive-training
[TPAMI2022 & NeurIPS2020] Official implementation of Self-Adaptive Training
deeplearning-notes
Notes for Deep Learning Specialization Courses led by Andrew Ng.
CAST
Developer Version of the R package CAST: Caret Applications for Spatio-Temporal models
TensorFlow-in-Practice
TensorFlow in Practice Specialization. Join our Deep Learning Adventures community 🎉 and become an expert in Deep Learning, TensorFlow, Computer Vision, Convolutional Neural Networks, Kaggle Challen...
rl_with_resets
JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"
Alleviate-Robust-Overfitting
[ICLR 2021] "Robust Overfitting may be mitigated by properly learned smoothening" by Tianlong Chen*, Zhenyu Zhang*, Sijia Liu, Shiyu Chang, Zhangyang Wang
GBM-tune
Tuning GBMs (hyperparameter tuning) and impact on out-of-sample predictions
Awesome-Forgetting-in-Deep-Learning
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. arXiv:2307.09218.
oil_price
Machine Learning to predict share prices in the Oil & Gas Industry