Public website for the Autumn 2019-2020 offering of Stanford's CS221 (artificial intelligence) class.
☆32Dec 31, 2020Updated 5 years ago
Alternatives and similar repositories for autumn2019
Users that are interested in autumn2019 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the CVPR 2020 [ORAL] paper "SAM: The Sensitivity of Attribution Methods to Hyperparameters"☆29Dec 8, 2022Updated 3 years ago
- Collection of machine learning research paper references☆27Jul 16, 2026Updated 2 months ago
- ☆42May 20, 2020Updated 6 years ago
- There and Back Again: Revisiting Backpropagation Saliency Methods (CVPR 2020)☆53Apr 7, 2020Updated 6 years ago
- Estimating Example Difficulty using Variance of Gradients☆67Jan 10, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆12Jun 18, 2021Updated 5 years ago
- A lightweight experimental logging library☆53Dec 23, 2025Updated 9 months ago
- A library for evaluating representations.☆81Nov 21, 2021Updated 4 years ago
- Course notes and notebooks to teach the fundamentals of how deep learning works; uses PyTorch.☆84Feb 16, 2021Updated 5 years ago
- ☆93Nov 15, 2019Updated 6 years ago
- ☆113Jul 30, 2026Updated 2 months ago
- Testing Nerual Tangent Kernel (NTK) on small UCI datasets☆80Oct 7, 2019Updated 7 years ago
- [ICML 2021] GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training (official implementation)☆106Dec 19, 2022Updated 3 years ago
- GAN models implemented with Pytorch Lightning and Hydra configuration☆33Jun 5, 2022Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Neural Ensemble Search for Uncertainty Estimation and Dataset Shift☆35Jan 10, 2026Updated 9 months ago
- A Python library for mathematical optimization☆142Sep 27, 2024Updated 2 years ago
- [CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".☆136Nov 22, 2022Updated 3 years ago
- Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".☆157Mar 13, 2021Updated 5 years ago
- PyTorch Implementation of OpenAI GPT☆131Jun 28, 2023Updated 3 years ago
- Expressive Power of Invariant and Equivariant Graph Neural Networks (ICLR 2021)☆43Aug 25, 2023Updated 3 years ago
- Code for Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights☆183May 2, 2019Updated 7 years ago
- Exploring Random Encoders for Sentence Classification☆184Mar 6, 2020Updated 6 years ago
- BiGAN implementation in Keras to detect similarities in Landscapes.☆173Jul 26, 2019Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code and Data for ACL 2020 paper "Few-Shot NLG with Pre-Trained Language Model"☆188May 23, 2025Updated last year
- 📜 Self-Supervised Learning from Images: Up-to-date reading list.☆204Mar 29, 2022Updated 4 years ago
- Minimal example to access PyBullet using C++☆12Mar 19, 2021Updated 5 years ago
- An implementation of piecewise linear time warping for multi-dimensional time series alignment☆191Aug 15, 2024Updated 2 years ago
- self-studying the Sutton & Barto the hard way☆202Nov 27, 2021Updated 4 years ago
- Implementation of Estimating Training Data Influence by Tracing Gradient Descent (NeurIPS 2020)☆248Feb 14, 2022Updated 4 years ago
- http://nlp.seas.harvard.edu/2018/04/03/attention.html☆63May 20, 2021Updated 5 years ago
- EE227C (Spring 2018) Course page☆231Apr 9, 2021Updated 5 years ago
- ☆256Dec 27, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…☆259Jan 23, 2023Updated 3 years ago
- Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural N…☆307Jan 9, 2021Updated 5 years ago
- Code for Neural Spline Flows paper☆296Oct 19, 2025Updated 11 months ago
- A PyTorch implementation of SSCR☆23Aug 12, 2024Updated 2 years ago
- Data Shapley: Equitable Valuation of Data for Machine Learning☆300May 1, 2024Updated 2 years ago
- Builds a WMT18-like corpus for word-level QE with annotations in the source and target words.☆10Sep 19, 2022Updated 4 years ago
- MAttNet: Modular Attention Network for Referring Expression Comprehension☆298Nov 29, 2022Updated 3 years ago