koaning / doubtlab
Doubt your data, find bad labels.
☆503Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for doubtlab
- just a bunch of useful embeddings☆466Updated 2 months ago
- skops is a Python library helping you share your scikit-learn based models and put them in production☆451Updated this week
- Gain clues from clustering!☆305Updated 4 months ago
- Natural Intelligence is still a pretty good idea.☆797Updated 4 months ago
- A Simple Bulk Labelling Tool☆552Updated 2 months ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆262Updated 5 months ago
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆153Updated last year
- The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to s…☆688Updated 2 weeks ago
- Streamline scikit-learn model comparison.☆146Updated last year
- A general purpose recommender metrics library for fair evaluation.☆278Updated last year
- Fast SHAP value computation for interpreting tree-based models☆522Updated last year
- Extra blocks for scikit-learn pipelines.☆1,278Updated this week
- 🐦 Quickly annotate data from the comfort of your Jupyter notebook☆769Updated 7 months ago
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆205Updated 3 weeks ago
- A simple NLP library allows profiling datasets with one or more text columns. When given a dataset and a column name containing text data…☆243Updated 6 months ago
- Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores☆100Updated last year
- Prepping tables for machine learning☆1,218Updated this week
- Coarse-grained lineage and tracing for machine learning pipelines.☆468Updated 2 years ago
- skweak: A software toolkit for weak supervision applied to NLP tasks☆920Updated 2 months ago
- Decorators that logs stats.☆105Updated last year
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆375Updated 6 months ago
- ☆196Updated this week
- Creates dynamic html report from jupyter notebook.☆294Updated 8 months ago
- A library that integrates huggingface transformers with the world of fastai, giving fastai devs everything they need to train, evaluate, …☆289Updated 5 months ago
- 🐦 Quickly annotate data from the comfort of your Jupyter notebook☆275Updated last year
- Toolkit to help understand "what lies" in word embeddings. Also benchmarking!☆469Updated last year
- 🌸 fastText + Bloom embeddings for compact, full-coverage vectors with spaCy☆287Updated last year
- All the goto functions you need to handle NLP use-cases, integrated in NLPretext☆139Updated 7 months ago
- Super Simple Similarities Service☆142Updated last year
- Data Analysis Baseline Library☆131Updated 3 weeks ago