Made With ML

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Zero-shot Neural Retrieval via Domain-targeted Synthetic Queries
2020-05-04 · Zero-shot learning for ad-hoc retrieval models that relies on synthetic query generation.
semantic-search question-answering information-retrieval covid-19

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AIMET - Model Efficiency Toolkit
AIMET is a library that provides advanced model quantization and compression techniques for trained neural network models.
quantization model-compression aimet qualcomm

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A tale of quantization in TF Lite
2020-05-07 · Model optimization strategies and quantization techniques to help deploy machine learning models in resource-constrained environments.
quantization tensorflow-lite wandb model-compression

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Exploring Bayesian Optimization
2020-05-05 · Breaking Bayesian Optimization into small, sizeable chunks.
hyperparameter-optimization bayesian-optimization bayesian-deep-learning tutorial

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Synthesizer: Rethinking Self-Attention in Transformer Models
2020-05-02 · The dot product self-attention is known to be central and indispensable to state-of-the-art Transformer models. But is it really required?
synthesizers transformers attention natural-language-processing

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Harry Potter and the Deep Learning Experiment
2020-05-07 · RNN built with TensorFlow to generate text based on Harry Potter's books.
text-generation recurrent-neural-networks tensorflow deep-learning

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Rusklainer
Identification of contribution features towards the rupture risk prediction of intracranial aneurysms using LIME explainer
interpretability machine-learning visualization lime

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Interactive Machine Learning Experiments
🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo
machine-learning artificial-general-intelligence python javascript

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Introduction to Differential Calculus
2020-04-18 · Introduces differential calculus: derivatives, partial derivatives and gradients.
differential-calculus math linear-algebra tutorial

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Nature-Scene Classification using FASTAI
Classifying Nature-scene images using deep learning with fastai library
deep-learning fastai image-classification computer-vision

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