zhangmeishan's starred repositories
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.
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
CLUEDatasetSearch
搜索所有中文NLP数据集,附常用英文NLP数据集
annotated_latex_equations
Examples of how to create colorful, annotated equations in Latex using Tikz.
Transfer-Learning-Library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
ABSA-PyTorch
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析,使用PyTorch实现。
gandissect
Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/
bottom-up-attention
Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome
pytorch-struct
Fast, general, and tested differentiable structured prediction in PyTorch
TextClassificationBenchmark
A Benchmark of Text Classification in PyTorch
Sentence-VAE
PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
Deep-Generative-Models-for-Natural-Language-Processing
DGMs for NLP. A roadmap.
TriggerNER
TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)
Batch_Parallel_LatticeLSTM
Chinese NER using Lattice LSTM. Reproduction for ACL 2018 paper.
BiaffineParser
Biaffine Parser based on CNN / LSTM / Transformer Encoder