Nina's repositories
activation-functions-3D-viz
3D visualization of common activation functions
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
awesome-project-ideas
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
c-swm
Contrastive Learning of Structured World Models
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
GEN
Official Code Repository for the paper "Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction" (NeurIPS 2020)
GraphEmbedding
Implementation and experiments of graph embedding algorithms.
GraphSAGE
Representation learning on large graphs using stochastic graph convolutions.
hart-pytorch
Reimplementation of Hierarchical Attentive Recurrent Tracking (Kosiorek et al., 2017) in PyTorch
KenLM-training
Training an n-gram based Language Model using KenLM toolkit for Deep Speech 2
learn-to-select-data
Code for Learning to select data for transfer learning with Bayesian Optimization
livelossplot
Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
mgc-django
Machine learning approach to classify music based on genres
nina-cogen
Config files for my GitHub profile.
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
PersonRelationKnowledgeGraph
ChinesePersonRelationGraph, person relationship extraction based on nlp methods.中文人物关系知识图谱项目,内容包括中文人物关系图谱构建,基于知识库的数据回标,基于远程监督与bootstrapping方法的人物关系抽取,基于知识图谱的知识问答等应用。
pygcn
Graph Convolutional Networks in PyTorch
pytorch_geometric
Graph Neural Network Library for PyTorch
socialsent
Code and data for inducing domain-specific sentiment lexicons.