tiansi dong's repositories
abstract_scenes_v002
The second version of the interface for Abstract Scenes research project.
char-rnn
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
DistributionalSemantics
A library for learning vector space representations of words
glove.py
Python implementation of GloVe word embedding algorithm (Pennington et al., 2014) for educational purposes
gluu-webui
The Web UI for the Gluu Cluster REST API
GroundHog
Library for implementing RNNs with Theano
jamr
JAMR Parser and Generator
KB2E
Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE
lg-flask
Flask server for language graph
munkres
Munkres algorithm for Python
neuraltalk2
Efficient Image Captioning code in Torch, runs on GPU
opencv
Open Source Computer Vision Library
openspending
The project aims to build and use open source tools and datasets to gather and analyse the financial transactions of governments around the world.
predicting-poverty
Combining satellite imagery and machine learning to predict poverty
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
pylof
Python implementation of Local Outlier Factor algorithm.
seq2seq
Sequence to Sequence Learning with Keras
stanford_dl_ex
Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial
tensorflow
Computation using data flow graphs for scalable machine learning