James O' Neill's repositories
awesome-network-embedding
A curated list of network embedding techniques.
KRLPapers
Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)
nlp-datasets
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
SentEval
A python tool for evaluating the quality of sentence embeddings.
InferSent
Sentence embeddings (InferSent) and training code for NLI.
siamese_emo
This projects looks to train a siamese network to predict likert scale classes between paired twitter sentences
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
computer-go-dataset
datasets for computer go
pytorch-capsule
Pytorch implementation of Hinton's Dynamic Routing Between Capsules
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow
fastText
Library for fast text representation and classification.
awesome-rl
Reinforcement learning resources curated
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
deeplearning-papernotes
Summaries and notes on Deep Learning research papers
convnetjs
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
Seq2Seq-PyTorch
Sequence to Sequence Models with PyTorch
word-embeddings-benchmarks
Package for evaluating word embeddings
skip-thoughts.torch
Porting of Skip-Thoughts pretrained models from Theano to PyTorch & Torch7
Amendments_Classification
Classifying legal amendments.
Document_Graph
Knowledge graph created by combining lexical and statistical features
LegalGraphofWords
A document is represent as co-occurence graph produced by NetworkX.
pytorch-siamese
Siamese Network implementation using Pytorch
GenerativeAdversarialNetwork
A toy example of using Long Short Term Memory Generative Adversarial Networks (LSTM-GANs) for generating word vectors.
Artificial_Intelligence_Practice
Java implementations of common AI algorithms including HMM, MDP and Bayesian Networks.
K-Nearest-Neighbors-with-Dynamic-Time-Warping
Python implementation of KNN and DTW classification algorithm
aima-java
Java implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
MMA_Project
Mixed Martial Arts analysis for predicting which contestants will win