122 тысяч подписчиков
64 видео
MODELS AS ANNOTATORS in Prodigy v1.13.1 - Focus when models disagree!
PRODIGY v1.13: SPACY-LLM support, more LLM backends, better prompts and local model support!
TASK ROUTERS in Prodigy v1.12 - Deep Dive
PRODIGY v1.12: OpenAI integration, Prompt Engineering, Task Routers, Deployment Docs and more!
Finding Video Games with Sense2Vec
Finetuning and Bulk Labelling IMAGES with Prodigy
Bulk Labelling and Prodigy
Introducing Span Categorization in Prodigy and spaCy
Finding BAD LABELS for TEXT CLASSIFICATION with Jupyter and Prodigy
Finding BAD IMAGE DATA using UMAP and Prodigy
Finding DUPLICATES IN TABULAR DATA with Jupyter and Prodigy
Training a NAMED ENTITY RECOGNITION MODEL with Prodigy and Transfer Learning
IMAGE CAPTIONING ANNOTATION with Prodigy & PyTorch: custom scriptable machine learning annotation
SPACY v3: Custom trainable relation extraction component
Training a custom ENTITY LINKING model with spaCy
Intro to NLP with spaCy (1): Detecting programming languages | Episode 1: Data exploration
Intro to NLP with spaCy (2): Detecting programming languages | Episode 2: Rule-based matching
TRAINING A NEW ENTITY TYPE with Prodigy – annotation powered by active learning
FAQ #1: Tips & tricks for NLP, annotation & training with Prodigy and spaCy
Coreference Resolution in spaCy
Advanced NLP with spaCy · A free online course
PRODIGY v1.10: Dependencies, relations, audio, video, extended NER and image annotation & lots more
Prodigy-PDF for PDF annotation and OCR - Prodigy Shorts
Sofie Van Landeghem: Entity linking functionality in spaCy (spaCy IRL 2019)
SPACY v3: State-of-the-art NLP from Prototype to Production
Guadalupe Romero: Rethinking rule-based lemmatization (spaCy IRL 2019)
