[TPAMI2022 & NeurIPS2020] Official implementation of Self-Adaptive Training
-
Updated
Oct 17, 2021 - Python
#
overfitting
Here are 28 public repositories matching this topic...
JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"
machine-learning reinforcement-learning deep-learning atari2600 deep-reinforcement-learning gym flax atari sac dmc overfitting spr jax soft-actor-critic drq deepmind-control-suite
-
Updated
May 17, 2022 - Python
PyTorch code for FLD (Feature Likelihood Divergence), FID, KID, Precision, Recall, etc. using DINOv2, InceptionV3, CLIP, etc.
generative-adversarial-network generative-model evaluation-metric memorization overfitting fid diffusion-models
-
Updated
Oct 8, 2024 - Python
[ICLR 2021] "Robust Overfitting may be mitigated by properly learned smoothening" by Tianlong Chen*, Zhenyu Zhang*, Sijia Liu, Shiyu Chang, Zhangyang Wang
-
Updated
Dec 30, 2021 - Python
ICCV 2023 accepted paper, GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning
-
Updated
Nov 11, 2024 - Python
Official Codebase of "A Closer Look at Weakly-Supervised Audio-Visual Source Localization" (NeurIPS 2022)
silence overfitting self-supervised-learning audio-visual-correspondence audio-visual-learning visual-sound-localization
-
Updated
Dec 6, 2022 - Python
All exercises for the course Elements of AI - Building AI
machine-learning deep-learning naive-bayes linear-regression nearest-neighbor-search naive-bayes-classifier neural-networks logistic-regression hill-climbing bayes-classifier naive-bayes-algorithm linear-regression-models overfitting bayes-rule building-ai elements-of-ai probability-fundamentals
-
Updated
Jan 13, 2022 - Python
spatial resampling for more robust cross validation in spatial studies
-
Updated
Jun 22, 2025 - Python
Decision Tree classifier from scratch without any machine learning libraries
machine-learning entropy advertisement prediction supervised-learning id3 pruning decision-trees decision-tree decision-tree-classifier classification-algorithm decision-tree-algorithm iris-dataset id3-algorithm decision-tree-model overfitting classification-model post-pruning gini-index breast-cancer-dataset
-
Updated
Dec 12, 2019 - Python
Elements of AI: Building AI - Advanced is an online course by Reaktor and University of Helsinki worth 2 ECTS.
machine-learning ai deep-learning neural-network linear-regression probability nearest-neighbor-search naive-bayes-classifier bag-of-words logistic-regression hill-climbing knn overfitting bayes-rule
-
Updated
Apr 19, 2022 - Python
Pytorch implementation of the paper: "BMN: Boundary-Matching Network for Temporal Action Proposal Generation", along with three new modules to address overfitting issues found in the baseline model, and their ablation studies.
-
Updated
Dec 24, 2021 - Python
Dropout: A Simple Way to Prevent Neural Networks from Overfitting
-
Updated
Mar 25, 2023 - Python
Pytorch DataLoader wrapper to intentionally mess up, corrupt, shuffle, randomize the input/label correspondence.
-
Updated
Mar 17, 2023 - Python
Supplementary code for the paper "Stochastic Weight Matrix-based Regularization Methods for Deep Neural Networks" - an accepted paper of LOD2019
deep-neural-networks deep-learning pytorch deep-learning-algorithms regularization generalization overfitting wmm regularization-methods pytorch-implementation weight-reinitialization weight-shuffling weight-matrix
-
Updated
Jun 22, 2019 - Python
42AI Bootcamps - Python & Machine Learning
-
Updated
Dec 8, 2022 - Python
Clipped Noise Softmax to overcome over-fitting with Softmax - PyTorch implementation
-
Updated
Apr 22, 2023 - Python
-
Updated
Dec 10, 2025 - Python
Model search in traditional machine learning algorithms (non DL) and DL starter codes on MNIST dataset. This is a good starter code for beginners trying to learn about curse of dimensionality, overfitting and other concepts in general
python machine-learning tensorflow numpy scikit-learn sklearn machine-learning-algorithms keras pytorch mnist mnist-classification mnist-dataset resnet scikitlearn-machine-learning resnet-50 overfitting pytorch-implmention mnist-beginners
-
Updated
Apr 24, 2018 - Python
competitions launched on website AnalyticsVidhya.com
competition machine-learning cross-validation feature-selection datascience ensemble-learning feature-engineering ensemble-model overfitting
-
Updated
Sep 14, 2017 - Python
Udacity Self Driving Car Nanodegree - Behavioral Cloning
machine-learning deep-neural-networks deep-learning neural-network deep-learning-algorithms model-architecture self-driving-car vehicle steering-angles overfitting
-
Updated
Jun 15, 2018 - Python
Improve this page
Add a description, image, and links to the overfitting topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the overfitting topic, visit your repo's landing page and select "manage topics."