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prompt-engineering-guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

pydata-notebook

利用Python进行数据分析 第二版 (2017) 中文翻译笔记

pydesignpattern

Design Pattern that described by Python, This is the source code for the book of Everybody Know Design Patterns.

pyepo

A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming

pyod

A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

python

All Algorithms implemented in Python

pytorch-course

JULYEDU PyTorch Course

pytorch-retinanet

Pytorch implementation of RetinaNet object detection.

pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-yolov4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

pytorch_word2vec

Use pytorch to implement word2vec

rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

safety-helmet-wearing-dataset

Safety helmet wearing detect dataset, with pretrained model

shiny-examples

sota-point-cloud

🔥Deep Learning for 3D Point Clouds (IEEE TPAMI, 2020)

spektral

Graph Neural Networks with Keras and Tensorflow 2.

tech_aarticle

深度学习各种模型实战-深度学习模型在各大公司实际生产环境的应用讲解文章，涉及到搜索(Query理解，召回，排序)/推荐(召回，排序)/自然语言处理(文本分类，文本相似度判定，文本匹配，文本生成，命名体识别)

tensorflow-serving-yolov3

主要对原tensorflow版本算法进行了网络修改，显示调整，数据处理等细节优化，详细说明了 从本地训练到serving端部署yolov3的整个流程,训练了Visdrone2019无人机数据集, 准确率 较高, 训练工业检测数据集（非80类中的一类），mAP为97.51，FPS在1080上测试15-20帧！

tests-as-linear

Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.

text_classification

all kinds of text classification models and more with deep learning

tobit

Simple Tobit regression in python

twitter-lda

Latent Dirichlet Allocation (LDA) model for Microblogs (Twitter, weibo etc.)

yad2k

YAD2K: Yet Another Darknet 2 Keras

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > iOS

yolov5s_bdd100k

Train a yolo v5 object detection model on Bdd100k dataset