Fastbook: Deep learning basics with fastai
These notebooks cover an introduction to deep learning, fastai, and PyTorch. fastai is a layered API for deep learning
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Research Engineer at HuggingFace
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FastHugs: Sequence Classification with Transformers and Fastai
Fine-tune a text classification model with HuggingFace 🤗 transformers and fastai-v2.
Different deep learning architectures definitions that can be applied to image segmentation.
2nd Place Solution to Ship Identification Hackathon
The problem statement was to identify the type of ship from photos taken from the survey boats. The hackathon was organized by Analytics Vidhya.
Self Supervised Learning Fastai Extension
Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.
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