Qing Yang (Yang-Qing)

Yang-Qing

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Location:Singapore

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Qing Yang's starred repositories

pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

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PVT

Official implementation of PVT series

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annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

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imgviz

Image Visualization Tools (object detection, semantic and instance segmentation)

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SuperPoint

Efficient neural feature detector and descriptor

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yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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DDRNet.pytorch

This is the unofficial code of Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes. which achieve state-of-the-art trade-off between accuracy and speed on cityscapes and camvid, without using inference acceleration and extra data

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ros_21_tutorials

《古月 · ROS入门21讲》课件&源码

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BayesianOptimization

A Python implementation of global optimization with gaussian processes.

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shap

A game theoretic approach to explain the output of any machine learning model.

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pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

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labelImg

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.

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cvat

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

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Transformers4Rec

Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.

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python-pdfkit

Wkhtmltopdf python wrapper to convert html to pdf

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requests-html

Pythonic HTML Parsing for Humans™

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anserini

Anserini is a Lucene toolkit for reproducible information retrieval research

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SentEval

A python tool for evaluating the quality of sentence embeddings.

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Semantic-Retrieval-Models

A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Review).

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CPlusPlusThings

C++那些事

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mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

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Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

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temperature_scaling

A simple way to calibrate your neural network.

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AutoViz

Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

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simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

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github1s

One second to read GitHub code with VS Code.

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isort

A Python utility / library to sort imports.

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textflint

Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

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mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

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netron

Visualizer for neural network, deep learning and machine learning models

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