Zhuogang's repositories
deepbayes-2018
Seminars DeepBayes Summer School 2018
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.
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.
object_detection_demo
How to train an object detection model easy for free
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
arcore-android-sdk
ARCore SDK for Android Studio
awesome-mlops
A curated list of references for MLOps
Awesome-System-for-Machine-Learning
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
CogVLM
a state-of-the-art-level open visual language model | 多模态预训练模型
cs-self-learning
计算机自学指南
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.
Grokking-System-Design
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.
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）
parseq
Scene Text Recognition with Permuted Autoregressive Sequence Models (ECCV 2022)
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.
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