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  • I'm passionate about machine learning, artificial intelligence and open source software. I am a Machine Learning Engineer and Developer. I love to build complex A.I. that can do anything from learning new skills and performing functions for humans, to being a character in a video game!

Nina's Projects

c-swm icon c-swm

Contrastive Learning of Structured World Models

deep-learning-drizzle icon deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

gen icon gen

Official Code Repository for the paper "Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction" (NeurIPS 2020)

graphsage icon graphsage

Representation learning on large graphs using stochastic graph convolutions.

hart-pytorch icon hart-pytorch

Reimplementation of Hierarchical Attentive Recurrent Tracking (Kosiorek et al., 2017) in PyTorch

kenlm-training icon kenlm-training

Training an n-gram based Language Model using KenLM toolkit for Deep Speech 2

livelossplot icon livelossplot

Live training loss plot in Jupyter Notebook for Keras, PyTorch and others

mgc-django icon mgc-django

Machine learning approach to classify music based on genres

nlp-progress icon 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 icon 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 icon pygcn

Graph Convolutional Networks in PyTorch

socialsent icon socialsent

Code and data for inducing domain-specific sentiment lexicons.

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