type4py
Type Inferencer
An open-source software framework for deep learning-based type inference in Python
Type4Py: Deep Similarity Learning-Based Type Inference for Python
61 stars
8 watching
12 forks
Language: Python
last commit: about 1 year ago
Linked from 1 awesome list
deeplearningmachinelearningml4sepythonsimilarity-learningtype4pytypeinference
Related projects:
Repository | Description | Stars |
---|---|---|
pvs-hd-tea/pytypes | Infer static type information from Python code by tracing execution paths | 11 |
orsinium-labs/infer-types | A CLI tool to automatically add type annotations into Python code | 85 |
dry-python/classes | Typed polymorphism primitives for Python business logic | 670 |
ctallec/pyvarinf | A Python package facilitating Bayesian Deep Learning methods with Variational Inference for PyTorch | 359 |
orsinium-labs/typeforce | A tool to simplify Python package maintenance by automating type checking and stub installation. | 19 |
jorenham/optype | An opinionated typing package that simplifies type hints in Python by providing protocols for special methods like multiplication and addition | 15 |
lyn1874/fedpvr | An implementation of a federated learning algorithm for handling heterogeneous data | 6 |
benedekrozemberczki/shapley | An open-source Python library for evaluating and explaining the contribution of individual classifiers in machine learning ensembles. | 218 |
google-deepmind/meltingpot | Assesses generalization of multi-agent reinforcement learning algorithms to novel social situations | 620 |
ag14774/diffdist | Enables backpropagation in distributed settings and facilitates model parallelism using differentiable communication between processes | 61 |
clementpinard/sfmlearner-pytorch | PyTorch implementation of unsupervised depth and ego-motion learning from video sequences | 1,014 |
typilus/typilus | A tool that uses deep learning to predict types in Python code. | 59 |
johnsundell/codextended | A suite of extensions that augment the Codable API in Swift with type inference-powered capabilities and conveniences. | 1,502 |
kotlinisland/basedtyping | A collection of helpers and utilities to aid in dealing with types at static analysis and runtime. | 9 |
salt-nlp/llavar | An open-source project that enhances visual instruction tuning for text-rich image understanding by integrating GPT-4 models with multimodal datasets. | 258 |