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zhuogang's Projects

awesome-system-for-machine-learning

A curated list of research in machine learning systems (MLSys). Paper notes are also provided.

cs329s-ml-deployment-tutorial

Code and files to go along with CS329s machine learning model deployment tutorial.

devops-guide

DevOps Guide - Development to Production all configurations with basic notes to debug efficiently.

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

Systems design is the process of defining the architecture, modules, interfaces, and data for a system to satisfy specified requirements. Systems design could be seen as the application of systems theory to product development.

leetcode-2

Leetcode revision.

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

made-with-ml

Learn how to responsibly deliver value with machine learning.

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

nlp-paper

自然语言处理领域下的相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和PyTorch两版本）

noml

A notebook for machine learning interview

object_detection_demo

How to train an object detection model easy for free

parseq

Scene Text Recognition with Permuted Autoregressive Sequence Models (ECCV 2022)

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

python_computation

This repository holds codes from the book Computational Nuclear Engineering and Radiological Science with Python

pytorch-yolov4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

resize_dataset_pascalvoc

Package to resize ALL your dataset images (into local folder) and change the pascal_VOC coodinates in your .xml file

swintextspotter

Pytorch re-implementation of Paper: SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition (CVPR 2022)

thefuzz

Fuzzy String Matching in Python

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

voc2coco

Convert VOC format XMLs to COCO format json

yoloair

🔥🔥🔥YOLOAir：Including YOLOv5, YOLOv7, Transformer, YOLOX, YOLOR and other networks... Support to improve backbone, head, loss, IoU, NMS...The original version was created based on YOLOv5

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