HCMY

awesome-causality-algorithms

An index of algorithms for learning causality with data

LLaMA-Factory

A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

ChatLM-mini-Chinese

中文对话0.2B小模型（ChatLM-Chinese-0.2B），开源所有数据集来源、数据清洗、tokenizer训练、模型预训练、SFT指令微调、RLHF优化等流程的全部代码。支持下游任务sft微调，给出三元组信息抽取微调示例。

UTBoost

A powerful tree-based uplift modeling system.

BibiGPT-v1

BibiGPT v1 · one-Click AI Summary for Audio/Video & Chat with Learning Content: Bilibili | YouTube | Tweet丨TikTok丨Dropbox丨Google Drive丨Local files | Websites丨Podcasts | Meetings | Lectures, etc. 音视频内容 AI 一键总结 & 对话：哔哩哔哩丨YouTube丨推特丨小红书丨抖音丨快手丨百度网盘丨阿里云盘丨网页丨播客丨会议丨本地文件等 (原 BiliGPT 省流神器 & AI课代表)

dianping_spider

大众点评爬虫（全站可爬，解决动态字体加密，非OCR）。持续更新

Ad-papers

Papers on Computational Advertising

Chinese-LLaMA-Alpaca

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

Tencent2020_Rank1st

The code for 2020 Tencent College Algorithm Contest, and the online result ranks 1st.

fun-rec

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

veGiantModel

xxHash

Extremely fast non-cryptographic hash algorithm

vnpy

基于Python的开源量化交易平台开发框架

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

OpenFE

OpenFE: automated feature generation with expert-level performance

sthan-sr-aaai

flashtext

Extract Keywords from sentence or Replace keywords in sentences.

AlgoNotes

【浅梦学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容

CPM-Live

Live Training for Open-source Big Models

YLearn

YLearn, a pun of "learn why", is a python package for causal inference

imbalanced-regression

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

ark-nlp

A private nlp coding package, which quickly implements the SOTA solutions.

autogluon

Fast and Accurate ML in 3 Lines of Code

automl-toolkit

Toolkit for Apache Spark ML for Feature clean-up, feature Importance calculation suite, Information Gain selection, Distributed SMOTE, Model selection and training, Hyper parameter optimization and selection, Model interprability.

Software-Architecture-Design

软件架构设计的流程，从项目立项--》项目需求--》项目设计--》项目开发

mljar-supervised

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

TransmogrifAI

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

dlib

A toolkit for making real world machine learning and data analysis applications in C++

handyspark

HandySpark - bringing pandas-like capabilities to Spark dataframes

angel

A Flexible and Powerful Parameter Server for large-scale machine learning