Books, papers and links to latest research in ML/AI
☆93Jul 8, 2024Updated last year
Alternatives and similar repositories for math-and-ml-notes
Users that are interested in math-and-ml-notes are comparing it to the libraries listed below
Sorting:
- ☆14Jul 2, 2019Updated 6 years ago
- Code for the CVPR 2020 [ORAL] paper "SAM: The Sensitivity of Attribution Methods to Hyperparameters"☆27Dec 8, 2022Updated 3 years ago
- Run fully connected artificial neural networks with dropout applied (mini)batchwise, rather than samplewise. Given two hidden layers each…☆15May 18, 2015Updated 10 years ago
- A easy to use API to store outputs from forward/backward hooks in Pytorch☆36Aug 19, 2019Updated 6 years ago
- ☆42May 20, 2020Updated 5 years ago
- Semi-supervised learning via Compact Latent Space Clustering☆50Jun 6, 2019Updated 6 years ago
- Graph Neural Network☆44Oct 21, 2021Updated 4 years ago
- There and Back Again: Revisiting Backpropagation Saliency Methods (CVPR 2020)☆53Apr 7, 2020Updated 5 years ago
- A lightweight experimental logging library☆52Dec 23, 2025Updated 2 months ago
- Code repository for the paper "Attentive Group Equivariant Convolutional Neural Networks" published at ICML 2020. https://arxiv.org/abs/2…☆53Jul 7, 2020Updated 5 years ago
- A pytorch implementation of Progressive-GAN that is actually works, readable and simple to customize☆85Mar 12, 2022Updated 3 years ago
- Testing Nerual Tangent Kernel (NTK) on small UCI datasets☆80Oct 7, 2019Updated 6 years ago
- ☆91Nov 15, 2019Updated 6 years ago
- JAvascript Design Environment☆88Apr 14, 2023Updated 2 years ago
- Deep learning course CE7454, 2019☆191Nov 1, 2019Updated 6 years ago
- Density-preserving data visualization tools den-SNE and densMAP☆117Apr 27, 2021Updated 4 years ago
- Mid-Level Visual Representations Improve Generalization and Sample Efficiency for Learning Visuomotor Policies☆109Mar 25, 2023Updated 2 years ago
- Deep learning course CE7454, 2020☆29Oct 21, 2020Updated 5 years ago
- Exploring Random Encoders for Sentence Classification☆183Mar 6, 2020Updated 5 years ago
- A library for evaluating representations.☆77Nov 21, 2021Updated 4 years ago
- [CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".☆137Nov 22, 2022Updated 3 years ago
- STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2020)☆576May 1, 2020Updated 5 years ago
- ☆16May 20, 2020Updated 5 years ago
- Estimating Example Difficulty using Variance of Gradients☆64Jan 10, 2023Updated 3 years ago
- Code for Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights☆184May 2, 2019Updated 6 years ago
- Generative Probabilistic Novelty Detection with Adversarial Autoencoders☆131Dec 7, 2020Updated 5 years ago
- A Python library for mathematical optimization☆141Sep 27, 2024Updated last year
- Materials for the practical sessions at EEML2019☆79Jul 1, 2020Updated 5 years ago
- Course notes and notebooks to teach the fundamentals of how deep learning works; uses PyTorch.☆80Feb 16, 2021Updated 5 years ago
- An implementation of piecewise linear time warping for multi-dimensional time series alignment☆188Aug 15, 2024Updated last year
- [ICML 2021] GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training (official implementation)☆107Dec 19, 2022Updated 3 years ago
- PyTorch Implementation of OpenAI GPT☆128Jun 28, 2023Updated 2 years ago
- Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.☆271Jan 9, 2023Updated 3 years ago
- AI/ML citation graph with postgres + graphql☆189Jul 4, 2020Updated 5 years ago
- Pytorch Implementation of the paper MixMatch: A Holistic Approach to Semi-Supervised Learning (https://arxiv.org/pdf/1905.02249.pdf)☆123May 30, 2019Updated 6 years ago
- ☆112Aug 6, 2024Updated last year
- Thinking in tensors, writing in PyTorch (a hands-on deep learning intro)☆395Jan 10, 2025Updated last year
- Code and assignment repository for the Imperial College Mathematics department Deep Learning course☆265Mar 7, 2019Updated 6 years ago
- EE227C (Spring 2018) Course page☆230Apr 9, 2021Updated 4 years ago