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Self Supervised Representation Learning in NLP
2020-05-24 · An overview of self-supervised pretext tasks in Natural Language Processing
self-supervised-learning natural-language-processing tutorial
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How to Train Your Neural Net
Deep learning for various tasks in the domains of Computer Vision, Natural Language Processing, Time Series Forecasting using PyTorch 1.0+.
pytorch python deep-learning computer-vision
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PixelLib
Pixellib is a library for performing segmentation of images.
image-segmentation semantic-segmentation instance-segmentation computer-vision
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Build your first data warehouse with Airflow on GCP
2020-05-23 · What are the steps in building a data warehouse? What cloud technology should you use? How to use Airflow to orchestrate your pipeline?
airflow google-cloud-platforms data-warehouse production
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Neural Topological SLAM for Visual Navigation
2020-05-25 · Topological representations for space that effectively leverage semantics and afford approximate geometric reasoning.
visual-navigation slam topology cvpr-2020
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Super-BPD for Fast Image Segmentation
2020-05-24 · We propose direction-based super-BPD, an alternative to superpixel, for fast generic image segmentation, achieving state-of-the-art real-time result.
image-segmentation super-bpd superpixel cvpr-2020
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Taxi Demand Prediction NewYorkCity
2020-05-22 · Predict the number of pickups as accurately as possible for each region in a 10 -min interval.
time-series-forecasting python time-series tutorial
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Self-Supervised Learning -- UC Berkeley Spring 2020
2020-03-12 · Lecture on self-supervised learning from CS294-158-SP20: Deep Unsupervised Learning.
self-supervised-learning video berkeley unsupervised-learning
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Machine Learning Basics
2019-12-19 · A practical set of notebooks on machine learning basics, implemented in both TF2.0 + Keras and PyTorch.
deep-learning natural-language-processing tensorflow pytorch
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Next Word Prediction
2020-05-23 · Using transformers to predict next word and predict <mask> word.
transformers language-modeling natural-language-processing tutorial
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