antgr's repositories
deeplearning-models
A collection of various deep learning architectures, models, and tips
keras-attention-mechanism
Attention mechanism Implementation for Keras.
multihead_joint_entity_relation_extraction
Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018) and Adversarial training for multi-context joint entity and relation extraction (EMNLP, 2018).
AA222FinalProject-1
AA222 Engineering Design Optimization Final Project - Suspension Tuning Optimization
aa228-notebook
IJulia notebooks for AA228/CS238 Decision Making Under Uncertainty course at Stanford University
covid-19
A collection of work related to COVID-19
cs224n-Assignments
Complete coding assignments of cs224n course from Stanford
dataflowr
code for deep learning courses
detecting-scientific-claim
Extracting scientific claims from biomedical literature / abstract (powered by AllenNLP)
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
fifty-challenging-problems-in-probability
My solutions to the problems in Fifty Challenging Problems in Probability by Frederick Mosteller
forecasting
Time Series Forecasting Best Practices & Examples
google-research
Google Research
hmtl
🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP
joint-many-task-model
Multiple Different Natural Language Processing Tasks in a Single Deep Model
jpor_codes
Codes for the book "Julia Programming for Operations Research"
mt-dnn
Multi-Task Deep Neural Networks for Natural Language Understanding
multi-task-learning-example
A multi-task learning example for the paper https://arxiv.org/abs/1705.07115
multitask_sentiment_analysis
Multitask Deep Learning for Sentiment Analysis using Character-Level Language Model, Bi-LSTMs for POS Tag, Chunking and Unsupervised Dependency Parsing. Inspired by this great article https://arxiv.org/abs/1611.01587
Natural-Language-Processing-Specialization
This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera
nlp_multi_task_learning_pytorch
A multitask learning architecture for Natural Language Processing of Pytorch implementation
numpy-ml
Machine learning, in numpy
PRML
PRML algorithms implemented in Python
pytorch-conditional-model
Joint Entity Extraction and Assertion Detection for Clinical Text
pytorch-nli
A tutorial on how to implement models for natural language inference using PyTorch and TorchText. [IN PROGRESS]
pytorch-playground
My PyTorch playground for NLP
pytorch_multi_head_selection_re
BERT + reproduce "Joint entity recognition and relation extraction as a multi-head selection problem" for Chinese and English IE
SystemProgramming
Angrave's Crowd-Sourced System Programming Book used at UIUC
VMLS-Companions
*This is a companion to the companion for: "Introduction to Applied Linear Algebra" by Boyd and Vandenberghe.