qgzang's repositories
adam_qas
ADAM - A Question Answering System. Inspired from IBM Watson
allennlp
An open-source NLP research library, built on PyTorch.
animl
A python machine learning library for structured data.
Attention-Gated-Networks
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
ChatBotCourse
自己动手做聊天机器人教程
cppjieba
"结巴"中文分词的C++版本
CTCDecoder
Connectionist Temporal Classification (CTC) decoding algorithms: best path, prefix search, beam search and token passing. Implemented in Python and OpenCL.
deep_learning_NLP
Keras Implementations of Deep Learning Architectures for NLP
DL-NLP-Readings
My Reading Lists of Deep Learning and Natural Language Processing
DME
Dynamic Meta-Embeddings for Improved Sentence Representations
DNC
Diverse Natural Language Inference Collection - NLI dataset that can used to evaluate how well models perform distinct types of reasoning (EMNLP 2018)
fastText
Library for fast text representation and classification.
generative-models-1
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
glow
Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"
hyperlearn
Faster, Leaner Scikit Learn (Sklearn) morphed with Statsmodels & Deep Learning drop in substitute. Designed for big data, HyperLearn can use 50%+ less memory, and runs 50%+ faster on some modules. Will have GPU support, and all modules are parallelized. Written completely in PyTorch, Numba, Numpy, Pandas, Scipy & LAPACK.
Information-Extraction-Chinese
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
LD-Net
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling
meta
A Modern C++ Data Sciences Toolkit
ml-coursera-python-assignments
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
MS-DOS
The original sources of MS-DOS 1.25 and 2.0, for reference purposes
mtp
Multi-lingual Text Processing
nlp_learning
结合python一起学习自然语言处理 (nlp): 语言模型、HMM、PCFG、Word2vec、完形填空式阅读理解任务、朴素贝叶斯分类器、TFIDF、PCA、SVD
pycorrector
pycorrector is a toolkit for text error correction. It was developed to facilitate the designing, comparing, and sharing of deep text error correction models.
python-cheatsheet
Basic Cheat Sheet for Python (PDF, Markdown and jupyter Notebook).
Repo-2018
Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core + Brain Waves Reconstruction
sars_tutorial
Repository for the tutorial on Sequence-Aware Recommender Systems held at ACM RecSys 2018
SentiGAN
Generating Sentimental Texts via Mixture Adversarial Networks
Squirrel
PyTorch implementation of Transformer-based Neural Machine Translation
text_classification
all kinds of text classificaiton models and more with deep learning
Transformer-DyNet
An Implementation of Transformer (Attention Is All You Need) in DyNet