ml4se topic
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ml4se repositories
ml4se
623
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A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering
code2seq
61
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17
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PyTorch's implementation of the code2seq model.
type4py
60
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13
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Type4Py: Deep Similarity Learning-Based Type Inference for Python
adversarial-code-generation
23
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5
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[ICLR 2021] "Generating Adversarial Computer Programs using Optimized Obfuscations" by Shashank Srikant, Sijia Liu, Tamara Mitrovska, Shiyu Chang, Quanfu Fan, Gaoyuan Zhang, and Una-May O'Reilly
embeddings-for-trees
22
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4
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Set of PyTorch modules for developing and evaluating different algorithms for embedding trees.
psiminer
56
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11
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A Tool for Mining Rich Abstract Syntax Trees from Code
CD4Py
21
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2
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CD4Py: Code De-Duplication for Python
teco
23
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3
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TeCo: an ML+Execution model for test completion
ML4SCA
15
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1
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Machine Learning for Source Code Analysis