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Top 4 iclr2020 open source projects

Probabilistic Type Inference using Graph Neural Networks

✭ 39

scala javascript typescript Mathematica python java pointer-networks type-inference graph-neural-networks iclr2020

PC-DARTS (PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search, published in ICLR 2020) implemented in Tensorflow 2.0+. This is an unofficial implementation.

✭ 25

python tensorflow tf2 darts cifar10 neural-architecture-search cifar-10 tensorflow2 iclr2020 pc-darts pcdarts

pytorch-ensembles

Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning, ICLR 2020

✭ 196

Jupyter Notebook python shell deep-learning pytorch uncertainty ensembles iclr2020

Learning-From-Rules

Implementation of experiments in paper "Learning from Rules Generalizing Labeled Exemplars" to appear in ICLR2020 (https://openreview.net/forum?id=SkeuexBtDr)

✭ 46

python shell perl weak-supervision representation-learning data-augmentation weakly-supervised-learning weakly-supervised rulebasednlp iclr2020 rule-based-nlp high-level-supervision

1-4 of 4 iclr2020 projects