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xinhen's Projects

sentence-similarity icon sentence-similarity

PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment

seq2seq icon seq2seq

Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch

seq2seq-1 icon seq2seq-1

Attention-based sequence to sequence learning

seq2seq-attn icon seq2seq-attn

Sequence-to-sequence model with LSTM encoder/decoders and attention

sequence-labeling-bilstm-crf icon sequence-labeling-bilstm-crf

The classical BiLSTM-CRF model implemented in Tensorflow, for sequence labeling tasks. In Vex version, everything is configurable.

shap-e icon shap-e

Generate 3D objects conditioned on text or images

simnet-1 icon simnet-1

Code for "simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions" (EMNLP 2018)

simnet-2 icon simnet-2

基于numpy实现的简单神经网络框架

solid icon solid

🎯 A comprehensive gradient-free optimization framework written in Python

soundex icon soundex

Soundex Phonetic Code Algorithm Demo for Indian Languages. Supports all indian languages and English. Provides intra-indic string comparison

spearmint icon spearmint

Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012

stupidnmt icon stupidnmt

Hard-Coded Gaussian Attention for Neural Machine Translation

swin-transformer icon swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

tessdata icon tessdata

Trained models with support for legacy and LSTM OCR engine

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