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机器学习基础知识准备

adatt

pytorch open-source library for the paper "AdaTT Adaptive Task-to-Task Fusion Network for Multitask Learning in Recommendations"

albert-chinese-ner

使用预训练语言模型ALBERT做中文NER

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

alibaba

annotated-transformer

An annotated implementation of the Transformer paper.

articlepairmatching

The code of ACL 2019 paper: Matching Article Pairs with Graphical Decomposition and Convolutions

attention

some attention implements

awesome-chinese-llm

整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。

awesome-deep-learning-papers-for-search-recommendation-advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.

awesome-distributed-deep-learning

A curated list of awesome Distributed Deep Learning resources.

baidu-allreduce

bert

TensorFlow code and pre-trained models for BERT

camera-fingerprint

cascadestackingforest

Stacking algorithm

chatglm-6b

ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

chatglm-efficient-tuning

Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

chatglm2-6b

ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型

cnn-models

ImageNet pre-trained models with batch normalization for the Caffe framework

csdn_comp

cuda-neural-network

Convolutional Neural Network with CUDA (MNIST 99.23%)

data-structure

data structure

deepctr

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

deepfm

deepFM 実装

deeplab_v2

基于v2版本的deeplab,使用VGG16模型，在VOC2012，Pascal-context，NYU-v2等多个数据集上进行训练

easycnn

easy convolution neural network

firstaiframework

手动完成一个C++ NCCL MPI的分布式机器学习框架

fully-differentiable-deep-ndf-tf

Fully differentiable deep-neural decision forest in tensorflow

gcforest

Python implementation of deep forest method : gcForest

gradutemcm