Avoid vver fitting in iterative pruning [D]

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning

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  • distiller

    Discontinued Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

  • Code for https://arxiv.org/abs/1510.00149 found: https://github.com/NervanaSystems/distiller

  • Lottery-Ticket-Hypothesis-for-DNNs

    This repo aims to provide an easy-to-use interface for searching the lottery ticket of a DNN structure.

  • Code for https://arxiv.org/abs/1903.01611 found: https://github.com/ZhangXiao96/Lottery-Ticket-Hypothesis-for-DNNs

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • Generalizing-Lottery-Tickets

    This repository contains code to replicate the experiments given in NeurIPS 2019 paper "One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers"

  • Code for https://arxiv.org/abs/1906.02773 found: https://github.com/varungohil/Generalizing-Lottery-Tickets

  • Code for https://arxiv.org/abs/1905.01067 found: https://github.com/uber-research/deconstructing-lottery-tickets

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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