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ML Drawings
Rich repository of ML drawings exported to XML and PNG created using draw.io
visualizations machine-learning drawings toolkit
BLINK: Better entity LINKing
Entity Linking python library that uses Wikipedia as the target knowledge base.
named-entity-recognition wikification natural-language-processing toolkit
T5 fine-tuning
A colab notebook to showcase how to fine-tune T5 model on various NLP tasks (especially non text-2-text tasks with text-2-text approach)
natural-language-processing transformers text-2-text t5
SimpleGAN
A Tensorflow-based framework to ease the training of generative models
computer-vision generative-adversarial-networks tensorflow deep-learning
Transformers - Hugging Face
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
transformers huggingface attention bert
ML Visuals
Introducing ML Visuals, a collaborative effort to help the ML community improve science communication by providing free professional & compelling visuals.
visualization education drawings toolkit
BLiTZ — A Bayesian Neural Network library for PyTorch
Bayesian Layers in Torch Zoo is a simple and extensible library to create Bayesian Neural Network layers on the top of PyTorch.
bayesian-deep-learning pytorch blitz bayesian-neural-networks
Curation of Non-Mainstream ML Libraries
A curated list of 100+ non-mainstream libraries for all parts of the Machine Learning workflow
library machine-learning data-collection data-augmentation
Finetune: Scikit-learn Style Model Finetuning for NLP
Finetune is a library that allows users to leverage state-of-the-art pretrained NLP models for a wide variety of downstream tasks.
natural-language-processing finetuning pretraining transformers
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