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awesome-fast-attention

list of efficient attention modules

awesome-speech-enhancement

speech enhancement\speech seperation\sound source localization

awesome-speech-recognition-speech-synthesis-papers

Speech synthesis, voice conversion, self-supervised learning, music generation,Automatic Speech Recognition, Speaker Verification, Speech Synthesis, Language Modeling

bert-attributeextraction

USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。

book

此处收编常用基础书籍

books

整理一些书籍 ,包含 C&C++ 、git 、Java、Keras 、Linux 、NLP 、Python 、Scala 、TensorFlow 、大数据 、推荐系统、数据库、数据挖掘 、机器学习 、深度学习 、算法等。

chatglm-finetuning

基于ChatGLM-6B、ChatGLM2-6B、ChatGLM3-6B模型，进行下游具体任务微调，涉及Freeze、Lora、P-tuning、全参微调等

chatglm3

ChatGLM3 series: Open Bilingual Chat LLMs | 开源双语对话语言模型

cnn-text-sogou

sogoutext

cs224n-learning-camp

ctcwordbeamsearch

Connectionist Temporal Classification (CTC) decoder with dictionary and language model for TensorFlow.

damo-fsmn-vad-infer-httpserver

达摩fsmn vad c++推理服务

deep-compression-pytorch

PyTorch implementation of 'Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding' by Song Han, Huizi Mao, William J. Dally

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,Deep Session Interest Network(DSIN)

deepdomainadaptation

Tensorflow deep learning based domain adaptation model implementations with experiment of estimate MNIST by SVHN data (SVHN -> MNIST): DANN (domain-adversarial neural network), Deep JDOT (joint distribution optimal transportation)

densenet-tensorflow

Simple Tensorflow implementation of "Densenet" using Cifar10, MNIST

douban-recommender

基于Spark ML实现的豆瓣电影推荐系统

emotion_recognition

CTC for emotion recognition

end-to-end-asr-pytorch

This is an open source project (formerly named Listen, Attend and Spell - PyTorch Implementation) for end-to-end ASR implemented with Pytorch, the well known deep learning toolkit.

examples

fsmn-vad

A enterprise-grade Voice Activity Detector from modelscope and funasr.

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

info-nce-pytorch

PyTorch implementation of the InfoNCE loss for self-supervised learning.

interviewnotes

:books: 计算机基础知识整理，持续更新中~

jdata-spark

JData算法大赛

jointnre

Joint Neural Relation Extraction with Text and KGs

kaldi

kaldi-asr/kaldi is the official location of the Kaldi project.

kaldi-onnx

Kaldi model converter to ONNX

kbqa-bert

基于知识图谱的问答系统，BERT做命名实体识别和句子相似度，分为online和outline模式

keras-attention-mechanism

Attention mechanism Implementation for Keras.