parrt / fundamentals-of-deep-learningView external linksLinks
Course notes and notebooks to teach the fundamentals of how deep learning works; uses PyTorch.
☆80Feb 16, 2021Updated 5 years ago
Alternatives and similar repositories for fundamentals-of-deep-learning
Users that are interested in fundamentals-of-deep-learning are comparing it to the libraries listed below
Sorting:
- Collection of machine learning research paper references☆26Feb 23, 2025Updated 11 months ago
- Code for the CVPR 2020 [ORAL] paper "SAM: The Sensitivity of Attribution Methods to Hyperparameters"☆27Dec 8, 2022Updated 3 years ago
- ☆14Jul 2, 2019Updated 6 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
- Estimating Example Difficulty using Variance of Gradients☆64Jan 10, 2023Updated 3 years ago
- A lightweight experimental logging library☆52Dec 23, 2025Updated last month
- ☆42May 20, 2020Updated 5 years ago
- A library for evaluating representations.☆77Nov 21, 2021Updated 4 years ago
- ☆112Aug 6, 2024Updated last year
- A Python library for mathematical optimization☆141Sep 27, 2024Updated last year
- There and Back Again: Revisiting Backpropagation Saliency Methods (CVPR 2020)☆53Apr 7, 2020Updated 5 years ago
- ☆91Nov 15, 2019Updated 6 years ago
- A pytorch implementation of Progressive-GAN that is actually works, readable and simple to customize☆85Mar 12, 2022Updated 3 years ago
- PyTorch Implementation of OpenAI GPT☆128Jun 28, 2023Updated 2 years ago
- A PyTorch implementation of SSCR☆23Aug 12, 2024Updated last year
- [ICML 2021] GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training (official implementation)☆107Dec 19, 2022Updated 3 years ago
- Density-preserving data visualization tools den-SNE and densMAP☆116Apr 27, 2021Updated 4 years ago
- Graph Neural Network☆44Oct 21, 2021Updated 4 years ago
- MSDS593 -- Exploratory data analysis (EDA) at the University of San Francisco☆25Jun 24, 2021Updated 4 years ago
- Testing Nerual Tangent Kernel (NTK) on small UCI datasets☆80Oct 7, 2019Updated 6 years ago
- Neural Ensemble Search for Uncertainty Estimation and Dataset Shift☆33Jan 10, 2026Updated last month
- MSAN692 Data Acquisition☆128Oct 12, 2021Updated 4 years ago
- Materials for the practical sessions at EEML2019☆79Jul 1, 2020Updated 5 years ago
- [CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".☆137Nov 22, 2022Updated 3 years ago
- Character-Preserving Coherent Story Visualization, ECCV 2020☆42Mar 12, 2021Updated 4 years ago
- A easy to use API to store outputs from forward/backward hooks in Pytorch☆36Aug 19, 2019Updated 6 years ago
- Expressive Power of Invariant and Equivariant Graph Neural Networks (ICLR 2021)☆41Aug 25, 2023Updated 2 years ago
- Generative Probabilistic Novelty Detection with Adversarial Autoencoders☆131Dec 7, 2020Updated 5 years ago
- Example codes for the book Applied Stochastic Differential Equations☆206Oct 27, 2025Updated 3 months ago
- ☆252Dec 27, 2022Updated 3 years ago
- Implementation of DropLoss for Long-Tail Instance Segmentation in Pytorch☆42Apr 14, 2021Updated 4 years ago
- Semi-supervised learning via Compact Latent Space Clustering☆50Jun 6, 2019Updated 6 years ago
- GAN models implemented with Pytorch Lightning and Hydra configuration☆33Jun 5, 2022Updated 3 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
- Articles on machine learning☆66May 9, 2022Updated 3 years ago
- Exploring Random Encoders for Sentence Classification☆183Mar 6, 2020Updated 5 years ago
- self-studying the Sutton & Barto the hard way☆204Nov 27, 2021Updated 4 years ago
- BiGAN implementation in Keras to detect similarities in Landscapes.☆174Jul 26, 2019Updated 6 years ago
- Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…☆255Jan 23, 2023Updated 3 years ago