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Time Series Classification Using Deep Learning
In this article, I will introduce you to a new package called timeseries for fastai2 that I lately developed.
time-series fastai tutorial article
FastHugs: Sequence Classification with Transformers and Fastai
Fine-tune a text classification model with HuggingFace 🤗 transformers and fastai-v2.
transformers fastai huggingface sequence-classification
Introduction to NLP using Fastai
Implementing and decoding the revolutionary ULMFiT approach to train a language model on any downstream NLP task.
natural-language-processing fastai ulmfit sentiment-analysis
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
deep-learning fastai code
Fastpages
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
fastpages github-actions fastai blogging
Self-Supervision with FastAI
A tutorial of rotation-based self-supervision using FastAI2 & PyTorch!
self-supervised-learning fastai pytorch tutorial
FACEAPP Gender Swap Fake detection
In this project we used Deep Learning to detect fake images generated by FaceApp app gender swap feature.
deep-learning fastai code
Scene Classification using Pytorch and Fast.ai
The objective is to classify Multi-label images using deep learning. Here I have used Fast.ai library for implementing the model.
fastai pytorch deep-learning image-classification
AutoML clone
AutoMl clone that lets you build and deploy ML models with 0 lines of code
convolutional-neural-networks machine-learning automl fastai
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