[TPAMI2022 & NeurIPS2020] Official implementation of Self-Adaptive Training
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Oct 17, 2021 - Python
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overfitting
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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
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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
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Oct 8, 2024 - Python
🔍 AI-powered diagnosis for Scikit-learn models: Detect overfitting, data leakage, class imbalance & more with LLM-generated insights
python data-science machine-learning ai deep-learning scikit-learn sklearn overfitting mlops model-diagnostics llm langchain
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Jan 30, 2026 - Python
MirrorMetrics: How to evaluate Stable Diffusion LoRAs. A visual diagnostic tool to detect overfitting, check dataset quality, and fix training settings using InsightFace biometrics.
computer-vision metrics python-script data-visualization overfitting insightface ai-art insightface-pytorch dataset-analysis stable-diffusion lora-training
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Feb 21, 2026 - Python
[ICLR 2021] "Robust Overfitting may be mitigated by properly learned smoothening" by Tianlong Chen*, Zhenyu Zhang*, Sijia Liu, Shiyu Chang, Zhangyang Wang
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Dec 30, 2021 - Python
ICCV 2023 accepted paper, GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning
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Nov 11, 2024 - Python
Signal diagnostics, statistical validation, and backtest evaluation for quantitative trading workflows.
python finance trading cross-validation quantitative-finance algorithmic-trading model-evaluation overfitting ml4t machine-learning-for-trading statistical-testing backtest-analysis
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Jul 27, 2026 - Python
spatial resampling for more robust cross validation in spatial studies
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Jun 22, 2025 - 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
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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
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Jan 13, 2022 - Python
Underfitting and overfitting are critical concepts in machine learning, particularly when using Polynomial Regression to model data. Polynomial regression allows a model to learn non-linear relationships by increasing the polynomial degree (e.g. ), making it highly susceptible to both underfitting (too simple) and overfitting (too complex).Solver
data-science machine-learning tutorial solver polynomial-regression model-complexity overfitting underfitting bias-variance-tradeoff senatorov regularization-in-machine-learning supervised-learning-theory
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Mar 17, 2026 - Python
策略实盘就绪度证伪器——五门判决,回测能不能实盘,先过五门
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Jul 4, 2026 - 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
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Dec 12, 2019 - Python
Statistical overfitting audit for algorithmic trading backtests. Deflated Sharpe Ratio, Probability of Backtest Overfitting, Monte Carlo permutation tests.
python finance statistics trading monte-carlo sharpe-ratio backtest overfitting fastapi probability-of-backtest-overfitting
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May 17, 2026 - 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
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Apr 19, 2022 - Python
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Dec 10, 2025 - 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.
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Dec 24, 2021 - Python
Detect backtest overfitting & multiple testing: Deflated Sharpe Ratio, PBO (CSCV), purged/embargoed CV, Harvey-Liu haircut. Research/education only, not investment advice.
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Jul 16, 2026 - Python
Pytorch DataLoader wrapper to intentionally mess up, corrupt, shuffle, randomize the input/label correspondence.
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Mar 17, 2023 - Python
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