#
Starred repositories
面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版
本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）
awesome papers in LLM interpretability
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
[TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)
A list of Graph Causal Learning materials.
Neural Causal Model (NCM) implementation by the authors of The Causal Neural Connection.
DAGs with NO TEARS: Continuous Optimization for Structure Learning
⛽️「算法通关手册」：超详细的「算法与数据结构」基础讲解教程，从零基础开始学习算法知识，850+ 道「LeetCode 题目」详细解析，200 道「大厂面试热门题目」。
🔥 经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等
Curated tutorials and resources for Large Language Models, AI Painting, and more.
永久免费开源的 AIGC 课程, 目前已支持Prompt Engineering, ChatGPT, Midjourney, Runway, Stable Diffusion, AI数字人，AI声音&音乐，开源大模型
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its go…
Learning Resources And Links Of Machine Learning（updating）
This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the …
关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记
Causal Discovery in Python. It also includes (conditional) independence tests and score functions.
Causal Inference for the Brave and True的中文翻译版。全部代码基于Python，适用于计量经济学、量化社会学、策略评估等领域。英文版原作者：Matheus Facure
CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)
[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression
scalable Recommeder System for e-commerece using LightFM package in python
A C library for parsing/normalizing street addresses around the world. Powered by statistical NLP and open geo data.
Library for matrix factorization for recommender systems using collaborative filtering
Build your neural network easy and fast, 莫烦Python中文教学