snorkel
Training Data Manager
A system designed to streamline the process of creating and managing training data for machine learning models with weak supervision.
A system for quickly generating training data with weak supervision
6k stars
166 watching
857 forks
Language: Python
last commit: 7 months ago
Linked from 3 awesome lists
aidata-augmentationdata-sciencedata-slicinglabelingmachine-learningpythonsnorkeltraining-dataweak-supervision
ethicalml/awesome-production-machine-learning
kelvins/awesome-mlops
krzjoa/awesome-python-data-scienceRelated projects:
| Repository | Description | Stars |
|---|---|---|
 lightly-ai/lightly | An open-source framework for self-supervised learning on images using deep learning techniques. | 3,165 |
 pycaret/pycaret | An automation tool for machine learning workflows in Python | 8,955 |
 trekhleb/homemade-machine-learning | Practices implementing popular machine learning algorithms from scratch to gain a deeper understanding of their mathematics | 23,121 |
 neptune-ai/neptune-client | An experiment tracker for machine learning model training that allows users to log and visualize their experiments in detail. | 584 |
 sdv-dev/sdv | A library for generating synthetic tabular data based on real-world patterns | 2,380 |
 aimhubio/aim | An experiment tracking tool designed to handle large numbers of training runs and provide a UI for exploring and comparing results. | 5,220 |
 graal-research/poutyne | A PyTorch framework simplifying neural network training with automated boilerplate code and callback utilities | 569 |
 coqui-ai/stt | A toolkit for building and deploying speech-to-text models using deep learning techniques | 2,283 |
 sakanaai/ai-scientist | A system that enables large language models to conduct fully automated scientific discovery and generate research papers independently. | 8,184 |
 pythagora-io/gpt-pilot | Researches AI-assisted development of fully working apps while human oversight is required | 31,900 |
 explosion/spacy | Industrial-strength NLP library for Python and Cython | 30,230 |
 packtpublishing/hands-on-intelligent-agents-with-openai-gym | Teaching software developers to build intelligent agents using deep reinforcement learning and OpenAI Gym | 373 |
 stvir/pysot | A software system designed to support research in visual tracking using deep learning algorithms | 4,438 |
 clips/pattern | A comprehensive Python module for web mining and analysis of text data. | 8,750 |
 instructor-ai/instructor | A Python library that provides structured outputs from large language models (LLMs) and facilitates seamless integration with various LLM providers. | 8,163 |