zhangmeishan

HsuanTienLin_MachineLearning

annotated_latex_equations

Examples of how to create colorful, annotated equations in Latex using Tikz.

pyro

Deep universal probabilistic programming with Python and PyTorch

a-nice-mc

Code for "A-NICE-MC: Adversarial Training for MCMC"

TagEditor

🏖TagEditor - Annotation tool for spaCy

TriggerNER

TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)

VLN-CE

Vision-and-Language Navigation in Continuous Environments using Habitat

pytorch-struct

Fast, general, and tested differentiable structured prediction in PyTorch

Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

geotorch

Constrained optimization toolkit for PyTorch

BiaffineParser

Biaffine Parser based on CNN / LSTM / Transformer Encoder

pyGAT

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

bottom-up-attention

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

CLUEDatasetSearch

搜索所有中文NLP数据集，附常用英文NLP数据集

sockeye

Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

Batch_Parallel_LatticeLSTM

Chinese NER using Lattice LSTM. Reproduction for ACL 2018 paper.

DSS-VAE

Generating Sentences from Disentangled Syntactic and Semantic Spaces

Sentence-VAE

PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

TOWE

Code and data for "Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling" (NAACL2019)

Deep-Generative-Models-for-Natural-Language-Processing

DGMs for NLP. A roadmap.

CLBT

Code for the paper "Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing"

BERT

a simple yet complete implementation of the popular BERT model

ABSA-PyTorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

UP-1.0

Universal Proposition Banks for Multilingual Semantic Role Labeling

CapsGNN

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

gandissect

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

TextClassificationBenchmark

A Benchmark of Text Classification in PyTorch

BiLSTM-CRF-Batch-POS-seg