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An opinionated list of awesome Python frameworks, libraries, software and resources.
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Models and examples built with TensorFlow
scikit-learn: machine learning in Python
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TensorFlow code and pre-trained models for BERT
中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
OpenMMLab Detection Toolbox and Benchmark
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Datasets, Transforms and Models specific to Computer Vision
Image augmentation for machine learning experiments.
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
100+ Chinese Word Vectors 上百种预训练中文词向量
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
all kinds of text classification models and more with deep learning
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
Audio fingerprinting and recognition in Python
Python library for processing Chinese text
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.