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ad-papers

Papers on Computational Advertising

algonotes

公众号【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

alphafm

Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-deep-learning-single-cell-papers

awesome-diffusion-models

A collection of resources and papers on Diffusion Models

awesome-interview

Collection of awesome interview references.

awesome_diffusions

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

dance

DANCE: A Deep Learning Library and Benchmark Platform for Single-Cell Analysis

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepInterestEvolutionNetwork(DIEN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt

deepctr-torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

dien

diffusion-models-papers-survey-taxonomy

Diffusion model papers, survey, and taxonomy

ecosystem

Integration of TensorFlow with other open-source frameworks

enformer-pytorch

Implementation of Enformer, Deepmind's attention network for predicting gene expression, in Pytorch

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

expert_readed_books

2021年最新总结，推荐工程师合适读本，计算机科学，软件技术，创业，**类，数学类，人物传记书籍

firefly

Firefly: 大模型训练工具，支持训练Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型

flash-attention

Fast and memory-efficient exact attention

fork-me

Yeah, right. FORK ME!!! Once you fork me, I help you learn forking.

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

labml

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

libffm

A Library for Field-aware Factorization Machines

llm-action

本项目旨在分享大模型相关技术原理以及实战经验。

machine-learning-notes

This is the notes of the way of machine learning study. You may find something useful in it.

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard