XrosLiang's repositories
awesome-causality-algorithms
An index of algorithms for learning causality with data
awesome-chatgpt-prompts-zh
ChatGPT 中文调教指南。各种场景使用指南。学习怎么让它听你的话。
Awesome-explainable-AI
A collection of research materials on explainable AI/ML
awesome-machine-learning-resources
A curated list of awesome lists across all machine learning topics. | 机器学习/深度学习/人工智能一切主题 (学习范式/任务/应用/模型/道德/交叉学科/数据集/框架/教程) 的资源列表汇总。
Awesome-Text-to-Image
A Survey on Text-to-Image Generation/Synthesis.
awesome-web-scraping
List of libraries, tools and APIs for web scraping and data processing.
causalnex
A Python library that helps data scientists to infer causation rather than observing correlation.
ColossalAI
Colossal-AI: A Unified Deep Learning System for Large-Scale Parallel Training
crfill
CR-Fill: Generative Image Inpainting with Auxiliary Contextual Reconstruction. ICCV 2021
DeepLearning-MuLi-Notes
Notes about courses Dive into Deep Learning by Mu Li
EasyRec
A framework for large scale recommendation algorithms.
HowToLiveLonger
程序员延寿指南 | A programmer's guide to live longer
leetcode-master
《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀
ML-University
Machine Learning Open Source University
one-python-craftsman
来自一位 Pythonista 的编程经验分享，内容涵盖编码技巧、最佳实践与思维模式等方面。
openmlsys-zh
《Machine Learning Systems: Design and Implementation》- Chinese Version
PublicOpinion
與情分析系统，包括爬虫、数据清洗、文本摘要、主题分类、情感倾向性识别以及分析结果数据可视化
recommendation_system
Implement state-of-art algorithms in the field of recommendation system. These algorithms involve with matrix factorization, deep learning, reinforcement learning, and etc.
scikit-opt
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
tech-interview-handbook
💯 Curated interview preparation materials for busy engineers
tiny_python
just tiny python
Transformer-Models-from-Scratch
implementing various transformer models for various tasks
yolov7
🔥🔥🔥🔥 YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥