richardsun-voyager
Interested in machine(deep) learning and natural language processing.
AstarSingapore
Pinned Repositories
Aspect-Based-Sentiment-Analysis
Aspect-Based Sentiment Analysis Experiments
capsule-network
PyTorch implementation of the paper Dynamic Routing Between Capsules by Sara Sabour, Nicholas Frosst and Geoffrey Hinton
gated_cnn_text
Use CNN to extract features of texts and classify them
inibr
Investigating how RNNs capture ngrams
MachineLearningLecturesNotes
Machine Learning&Deep Learning lecture notes for A-Union students at Udacity
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
nmt
TensorFlow Neural Machine Translation Tutorial
Preprocessing_Comparison
Compared punctuation and lemmatization's influence
sequence-labeling-tutorial
A sequence labeling model based on LSTM-CRF architecture
UAFTC
Understanding attention for text classification
richardsun-voyager's Repositories
richardsun-voyager/UAFTC
Understanding attention for text classification
richardsun-voyager/inibr
Investigating how RNNs capture ngrams
richardsun-voyager/sequence-labeling-tutorial
A sequence labeling model based on LSTM-CRF architecture
richardsun-voyager/nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
richardsun-voyager/ufemnn
Interpreting the feature extraction mechanisms of neural networks with infinite widths
richardsun-voyager/a-PyTorch-Tutorial-to-Sequence-Labeling
Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling
richardsun-voyager/alpaca-lora
Instruct-tune LLaMA on consumer hardware
richardsun-voyager/DeepLearningExamples
Deep Learning Examples
richardsun-voyager/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
richardsun-voyager/flowseq
Generative Flow based Sequence-to-Sequence Toolkit written in Python.
richardsun-voyager/glow-pytorch
PyTorch implementation of Glow
richardsun-voyager/LLaMA-8bit-LoRA
Repository for Chat LLaMA - training a LoRA for the LLaMA (1 or 2) models on HuggingFace with 8-bit or 4-bit quantization. Research only.
richardsun-voyager/LLaMA-Megatron-DeepSpeed
Ongoing research training transformer language models at scale, including: BERT & GPT-2
richardsun-voyager/lstm-crf-pytorch
LSTM-CRF in PyTorch
richardsun-voyager/NCRFpp
NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (code for COLING/ACL 2018 paper)
richardsun-voyager/NeuroNLP2
Deep neural models for core NLP tasks (Pytorch version)
richardsun-voyager/normalizing_flows_demo
Explore the hypes of models with normalizing flows
richardsun-voyager/OpenNMT-py
Open Source Neural Machine Translation and (Large) Language Models in PyTorch
richardsun-voyager/py_sa_gcnn
sentiment analysis graph cnn in pytorch
richardsun-voyager/python-crfsuite
A python binding for crfsuite
richardsun-voyager/pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
richardsun-voyager/pytorch-normalizing-flows
Normalizing flows in PyTorch. Current intended use is education not production.
richardsun-voyager/pytorch_lstmcrf
Pytorch implementation of LSTM-CRF for named entity recognition
richardsun-voyager/pyTorchTree
Recursive Neural Network and Tree LSTM implementations in pyTorch for sentiment analysis
richardsun-voyager/RL-SentimentAnalysis
The code of AAAI18 paper "Learning Structured Representation for Text Classification via Reinforcement Learning".
richardsun-voyager/SA-Sent
Implementation for SA-LSTM
richardsun-voyager/segment_crf_classification
text classification using neural CRF
richardsun-voyager/statnlp-neural
statnlp-neural
richardsun-voyager/Text-Classification-Models-Pytorch
Implementation of State-of-the-art Text Classification Models in Pytorch
richardsun-voyager/tree-lstm-model
Represent a constituency parsing tree