jesmith14 / REAL-MLLinks
The Recognizing, Exploring, and Articulating Limitations in Machine Learning research tool (REAL ML) is a set of guided activities to help ML researchers recognize, explore, and articulate the limitations that arise in their research.
☆51Updated 3 years ago
Alternatives and similar repositories for REAL-ML
Users that are interested in REAL-ML are comparing it to the libraries listed below
Sorting:
- ☆37Updated 3 years ago
- Vectorizers for a range of different data types☆102Updated 7 months ago
- Cyclemoid implementation for PyTorch☆90Updated 3 years ago
- Data and Code for "The Values Encoded in Machine Learning Research"☆45Updated 3 years ago
- ☆108Updated 2 years ago
- Deep Probabilistic Programming Course @ DIKU☆58Updated 5 years ago
- Test pytorch code with minimal computational overhead☆26Updated 2 years ago
- Quantification of Uncertainty with Adversarial Models☆29Updated 2 years ago
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆130Updated 3 years ago
- Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling☆31Updated 4 years ago
- Re-implementation of 'Grokking: Generalization beyond overfitting on small algorithmic datasets'☆38Updated 3 years ago
- PyTorch-based library for various kinds of representational-similarity analysis☆24Updated last year
- BenchBench is a Python package to evaluate multi-task benchmarks.☆16Updated last year
- The most parameter efficient machine learning models on a few popular benchmarks☆42Updated 3 years ago
- Composable kernels for scikit-learn implemented in JAX.☆44Updated 4 years ago
- Official repository for the paper "Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks"☆59Updated 3 years ago
- Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep…☆151Updated 4 years ago
- Repo for open sourcing the NAMs.☆25Updated 5 years ago
- A generative modelling toolkit for PyTorch.☆70Updated 3 years ago
- AutoML Two-Sample Test☆20Updated 3 years ago
- Framework-agnostic library for checking array/tensor shapes at runtime.☆46Updated 4 years ago
- Functional deep learning☆108Updated 2 years ago
- ☆30Updated 3 years ago
- AdaCat☆49Updated 3 years ago
- ☆133Updated last month
- A Python package for generating concise, high-quality summaries of a probability distribution☆53Updated 2 weeks ago
- ☆31Updated 3 months ago
- Implementations of growing and pruning in neural networks☆22Updated 2 years ago
- ☆41Updated 4 years ago
- Convert scikit-learn models to PyTorch modules☆164Updated last year