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mgsong's Projects

design-patterns-cpp

C++ Design Patterns

design-patterns-python

Python Design Patterns

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

distributed_skipgram_mixture

Distributed skipgram mixture model for multisense word embedding

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.

dynamic_multi-task-learning

Multi-Task Learning Using Dynamic Weights of Tasks for Face Recognition withFacial Expression

electra

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

electra-pytorch

A simple and working implementation of Electra, the fastest way to pretrain language models from scratch, in Pytorch

electra_pytorch

Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)

epubbuilder

一款在线的epub格式书籍编辑器

examples

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

external-attention-pytorch

Pytorch implementation of various Attention Mechanism

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fastspeech2

An implementation of Microsoft's "FastSpeech 2: Fast and High-Quality End-to-End Text to Speech"

fdwaveformview

Reads an audio file and displays the waveform

flowavenet

A Pytorch implementation of "FloWaveNet: A Generative Flow for Raw Audio"

gated-convolutional-networks

A PyTorch implementation of : Language Modeling with Gated Convolutional Networks.

gcnn

Pytorch implementation of Dauphin et al. (2016) "Language Modeling with Gated Convolutional Networks"

generalised-brown

C++ implementation of Generalised Brown clustering and python scripts for feature generation

gensen

Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning

glue-baselines

[DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations

gpt-2-pytorch

Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation

gpt2

PyTorch Implementation of OpenAI GPT-2

graph-glove

PyTorch code for the EMNLP 2020 paper "Embedding Words in Non-Vector Space with Unsupervised Graph Learning"

groc

Pytorch implementation of models described in "Grounded compositional outputs for adaptive language modeling", EMNLP 2020.

high-speed-downloader

百度网盘不限速下载支持Windows和Mac 2018年1月16日更新

hmtl

🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

hydra

Multi-Task Learning Framework on PyTorch. State-of-the-art methods are implemented to effectively train models on multiple tasks.

ijkplayer

Android/iOS video player based on FFmpeg n3.4, with MediaCodec, VideoToolbox support.

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