dobriban

dobriban's Stars

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  Language:Python56.7k4591325.8k

• huggingface/datasets

  🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

  Language:Python19.3k2783k2.7k

• arogozhnikov/einops

  Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

  Language:Python8.6k69182352

• ahrm/sioyek

  Sioyek is a PDF viewer with a focus on textbooks and research papers

  Language:C7.2k41953236

• thuml/Transfer-Learning-Library

  Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

  Language:Python3.5k49202559

• scottclowe/matlab-schemer

  Apply and save color schemes in MATLAB with ease.

  Language:MATLAB1.2k3034276

• hendrycks/robustness

  Corruption and Perturbation Robustness (ICLR 2019)

  Language:Python1k1455145

• Ma-Lab-Berkeley/ReduNet

  ReduNet

  Language:Python53110578

• FlyingGiraffe/vnn

  Vector Neurons: A General Framework for SO(3)-Equivariant Networks

  Language:Python46161549

• dictation-toolbox/dragonfly

  Speech recognition framework allowing powerful Python-based scripting and extension of Dragon NaturallySpeaking (DNS), Windows Speech Recognition (WSR), Kaldi and CMU Pocket Sphinx

  Language:Python3882214575

• daanzu/kaldi-active-grammar

  Python Kaldi speech recognition with grammars that can be set active/inactive dynamically at decode-time

  Language:Python339306251

• loshchil/AdamW-and-SGDW

  Decoupled Weight Decay Regularization (ICLR 2019)

  Language:Lua2667329

• yromano/cqr

  Conformalized Quantile Regression

  Language:Jupyter Notebook2548649

• fmcarlucci/JigenDG

  Repository for the CVPR19 oral paper "Domain Generalization by Solving Jigsaw Puzzles"

  Language:Python248102045

• tmadl/highdimensional-decision-boundary-plot

  Estimating and plotting the decision boundary (decision surface) of machine learning classifiers in higher dimensions (scikit-learn compatible)

  Language:Python23011230

• DeLightCMU/RSC

  This is the official implementation of Self-Challenging Improves Cross-Domain Generalization, ECCV2020

  Language:Python16082218

• YugeTen/fish

  Official implementation of paper Gradient Matching for Domain Generalization

  Language:Python116379

• hamrel-cxu/EnbPI

  Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction for time-series (journal, IEEE TPAMI)

  Language:Jupyter Notebook983522

• capybaralet/REx_code_release

  Language:Jupyter Notebook65215

• r-barnes/MatrixForensics

  Collection of Matrix/Linear Algebra Information

  Language:TeX63557

• james-simon/eigenlearning

  codebase for "A Theory of the Inductive Bias and Generalization of Kernel Regression and Wide Neural Networks"

  Language:Jupyter Notebook49628

• deepskies/DeeplyUncertain-Public

  Language:Jupyter Notebook281506

• migariane/SIM-TMLE-tutorial

  Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017

  Language:R156010

• sangdon/PAC-confidence-set

  Implementation of PAC Confidence Sets for Deep Neural Network (ICLR20)

  Language:Python8202

• AIgen/QOOB

  Quantile out-of-bag (QOOB) conformal is a conformal method for predictive inference.

  Language:MATLAB7301

• mrob95/mathfly-talon

  Talon scripts for dictating mathematics into editors like LyX and Scientific Notebook 5.5.

  Language:Python7349

• SeffiCohen/ICU-Survival-Prediction

  ICU Survival Prediction Incorporating Test-Time Augmentation to Improve the Accuracy of Ensemble-Based Models

  Language:Jupyter Notebook7102

• sangdon/calibration-under-covariateshift

  Language:Python4200

• DominicRichards/ComparingGradientDescentRidge

  Language:Jupyter Notebook10

• sangdon/PAC-Calibration

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