Object Classification Training Framework
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Updated
Apr 5, 2022 - Python
Object Classification Training Framework
[Re] Can gradient clipping mitigate label noise? (ML Reproducibility Challenge 2020)
Code for the NeurIPS 2020 paper "Improved analysis of clippind algorithms for non-convex optimization", including various clipping algorithms for neural network training in CV and NLP.
Predicting whether two persons meeting in a speed dating event get matched using deep learning methods
Allows automatic gradient norm clipping. This feature can help to stabilize training in certain situations by limiting the magnitude of gradient updates. The implementation is inspired by the paper "AutoClip: Adaptive Gradient Clipping for Source Separation Networks"
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