ML models + benchmark for tabular data classification and regression

中国科研常用LaTeX模板集

open-source feature selection repository in python

Regression datasets from the UCI repository with standardized test-train splits.

Simple API for UCI Machine Learning Dataset Repository (search, download, analyze)

⚡ TabPFN: Foundation Model for Tabular Data ⚡

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

Python tool for converting files and office documents to Markdown.

Collection of AWESOME vision-language models for vision tasks

A list of Medical imaging datasets.

A collection of resources on applications of multi-modal learning in medical imaging.

Jiagu深度学习自然语言处理工具 知识图谱关系抽取 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要 文本聚类

This repository is for my students of Udemy. You can find all lecture codes along with mentioned files for reading in here. So, feel free to clone it and if you have any problem just raise a question.

Reading notes about Multimodal Large Language Models, Large Language Models, and Diffusion Models

An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & RingAttention & RFT)

An extension of XGBoost to probabilistic modelling

This is a repo with links to everything you'd ever want to learn about data engineering

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

A very simple framework for state-of-the-art Natural Language Processing (NLP)

An open source implementation of CLIP.

TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.

A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.

Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。

[CVPR'24] MESA: Matching Everything by Segmenting Anything