HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

用文本编辑器剪视频

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152).

A tool that automatically extracts network structures from Tensorflow model files

Decomposing and Editing Predictions by Modeling Model Computation

Causal Inference and Discovery in Python by Packt Publishing

Code for the Paper "ERASE: Benchmarking Feature Selection Methods for Deep Recommender Systems"

Lime: Explaining the predictions of any machine learning classifier

Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]

CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

主流推荐系统Rank算法的实现

Automated Feature Selection

Read and write Tensorflow TFRecord data from Apache Spark.

DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foundation.

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

Pytorch🍊🍉 is delicious, just eat it! 😋😋

Unified Efficient Fine-Tuning of 100 LLMs (ACL 2024)

中文羊驼大模型三期项目 (Chinese Llama-3 LLMs) developed from Meta Llama 3

LAVIS - A One-stop Library for Language-Vision Intelligence

Official code for Goldfish model for long video understanding and MiniGPT4-video for short video understanding

The official Meta Llama 3 GitHub site

Finetune Llama 3.2, Mistral, Phi, Qwen & Gemma LLMs 2-5x faster with 80% less memory

[CVPR 2024] Official repository for "Gaussian Head Avatar: Ultra High-fidelity Head Avatar via Dynamic Gaussians"

🎥 Python and OpenCV-based scene cut/transition detection program & library.