A system for quickly generating training data with weak supervision
☆5,941May 2, 2024Updated last year
Alternatives and similar repositories for snorkel
Users that are interested in snorkel are comparing it to the libraries listed below
Sorting:
- A collection of tutorials for Snorkel☆406Nov 20, 2024Updated last year
- An open-source NLP research library, built on PyTorch.☆11,889Nov 22, 2022Updated 3 years ago
- A very simple framework for state-of-the-art Natural Language Processing (NLP)☆14,355Oct 27, 2025Updated 4 months ago
- Snorkel MeTaL: A framework for training models with multi-task weak supervision☆429Sep 16, 2019Updated 6 years ago
- 🦉 Data Versioning and ML Experiments☆15,421Mar 2, 2026Updated last week
- Lime: Explaining the predictions of any machine learning classifier☆12,099Jul 25, 2024Updated last year
- 💫 Industrial-strength Natural Language Processing (NLP) in Python☆33,283Updated this week
- An open source python library for automated feature engineering☆7,617Feb 3, 2026Updated last month
- A natural language modeling framework based on PyTorch☆6,305Oct 17, 2022Updated 3 years ago
- The open source developer platform to build AI agents and models with confidence. Enhance your AI applications with end-to-end tracking, …☆24,619Updated this week
- Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the mo…☆22,981Jul 28, 2024Updated last year
- Open source annotation tool for machine learning practitioners.☆10,566Updated this week
- A game theoretic approach to explain the output of any machine learning model.☆25,079Updated this week
- Low-code framework for building custom LLMs, neural networks, and other AI models☆11,654Mar 2, 2026Updated last week
- Library for fast text representation and classification.☆26,501Mar 22, 2024Updated last year
- Deep universal probabilistic programming with Python and PyTorch☆8,984Jul 9, 2025Updated 8 months ago
- Learning embeddings for classification, retrieval and ranking.☆3,958Dec 4, 2022Updated 3 years ago
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆10,046Sep 11, 2025Updated 5 months ago
- DeepDive☆1,973Jun 9, 2022Updated 3 years ago
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,675Dec 1, 2025Updated 3 months ago
- skweak: A software toolkit for weak supervision applied to NLP tasks☆926Sep 2, 2024Updated last year
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.☆41,617Updated this week
- Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data …☆11,358Jan 13, 2026Updated last month
- Topic Modelling for Humans☆16,371Nov 1, 2025Updated 4 months ago
- Fit interpretable models. Explain blackbox machine learning.☆6,803Updated this week
- 🔮 A refreshing functional take on deep learning, compatible with your favorite libraries☆2,892Feb 9, 2026Updated last month
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,772Feb 10, 2026Updated 3 weeks ago
- Visualizations for machine learning datasets☆7,369May 24, 2023Updated 2 years ago
- Modin: Scale your Pandas workflows by changing a single line of code☆10,363Feb 10, 2026Updated 3 weeks ago
- Build, Manage and Deploy AI/ML Systems☆9,903Updated this week
- A library for efficient similarity search and clustering of dense vectors.☆39,255Updated this week
- A scikit-learn compatible neural network library that wraps PyTorch☆6,151Feb 25, 2026Updated last week
- 🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP☆12,820Jan 23, 2024Updated 2 years ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,396Feb 19, 2025Updated last year
- Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk☆14,175Oct 29, 2025Updated 4 months ago
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,087Feb 2, 2026Updated last month
- XLNet: Generalized Autoregressive Pretraining for Language Understanding☆6,176May 28, 2023Updated 2 years ago
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.☆32,176Sep 30, 2025Updated 5 months ago
- More interactive weak supervision with FlyingSquid☆317Sep 1, 2020Updated 5 years ago