Pinned Repositories
Application-of-Word2vec-in-Phoneme-Recognition
Build an attention-based model for speech recogntion.Use the Word2vec model to help to train the attention model.
architect-awesome
后端架构师技术图谱
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
AttentionBasedLanguageModeling
AutomaticWeightedLoss
Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning
AuxiLearn
Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
PTB-pytorch-LSTM-attention
PTB Language Modelling task with LSTM + Attention layer
pytorch-attentive-lm
MGSong's Repositories
MGSong/Application-of-Word2vec-in-Phoneme-Recognition
Build an attention-based model for speech recogntion.Use the Word2vec model to help to train the attention model.
MGSong/architect-awesome
后端架构师技术图谱
MGSong/awesome-cpp
A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.
MGSong/char-rnn.pytorch
PyTorch implementation of char-rnn (character-level language model)
MGSong/Contrastive-Predictive-Coding-PyTorch
Contrastive Predictive Coding for Automatic Speaker Verification
MGSong/Deep-Learning-with-PyTorch-Chinese
本仓库将PyTorch官方书籍《Deep learning with PyTorch》(基本摘录版)翻译成中文版并给出可运行的相关代码。
MGSong/dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.
MGSong/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
MGSong/gpt-2-Pytorch
Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation
MGSong/Hydra
Multi-Task Learning Framework on PyTorch. State-of-the-art methods are implemented to effectively train models on multiple tasks.
MGSong/ijkplayer
Android/iOS video player based on FFmpeg n3.4, with MediaCodec, VideoToolbox support.
MGSong/knowledge-distillation-pytorch
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
MGSong/leeml-notes
李宏毅《机器学习》笔记,在线阅读地址:https://datawhalechina.github.io/leeml-notes
MGSong/leveldb
LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.
MGSong/MTGP-NN
Early sepsis detection w/ multitask gaussian process neural network
MGSong/mtl-text-recognition
multi-task learning for text recognition with joint CTC-attention
MGSong/neural_sp
End-to-end ASR/LM implementation with pytorch.
MGSong/nlp_multi_task_learning_pytorch
A multitask learning architecture for Natural Language Processing of Pytorch implementation
MGSong/nlp_pos
MGSong/pumpkin-book
《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book
MGSong/Python-100-Days
Python - 100天从新手到大师
MGSong/pytorch-kaldi
pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.
MGSong/pytorch-pretrained-BERT
📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.
MGSong/PyTorchNLPBook
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
MGSong/SGM
Sequence Generation Model for Multi-label Classification (COLING 2018)
MGSong/syllabipy
universal syllabification algorithms
MGSong/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
MGSong/Teacher-Assistant-Knowledge-Distillation
Using Teacher Assistants to Improve Knowledge Distillation
MGSong/transformer-xl
MGSong/USTC-CS-Courses-Resource
USTC计算机学院课程资源