Three Springs Technology

Repositories

attentive-neural-processes

implementing "recurrent attentive neural processes" to forecast power usage (w. LSTM baseline, MCDropout)

prediction pytorch uncertainty rnn attention anp neural-processes

Jupyter Notebook Apache-2.0 6 22 0 0 Updated Jul 20, 2020

transformer-domains

using transformers to predict domain names

transformers transformer generative-model domain-name

Python MIT 0 2 0 0 Updated Apr 11, 2020

canaria-5gamers

Data processing & analysis of the Canaria 5 Gamers dataset

Jupyter Notebook 0 2 0 0 Updated Apr 10, 2020

np_vs_kriging

Quick experiment to see how neural processes do vs kriging, at gridding soil samples

grid soil neural-processes

Jupyter Notebook 0 3 0 0 Updated Mar 2, 2020

convcnp

Forked from cambridge-mlg/convcnp

Implementation of the Convolutional Conditional Neural Process | test on smartmeter data

Jupyter Notebook 11 3 0 0 Updated Feb 23, 2020

multifit

Forked from n-waves/multifit

The code to reproduce results from paper "MultiFiT: Efficient Multi-lingual Language Model Fine-tuning" https://arxiv.org/abs/1909.04761

Jupyter Notebook MIT 46 0 0 0 Updated Nov 12, 2019

rl_2d_walker.js

Teaching a humanoid to walk(ish), then displaying in your browser (using tensorflow.js and reinforcement learning)

reinforcement-learning humanoid-walking tensorflow-js

Jupyter Notebook ISC 2 5 0 0 Updated Jan 18, 2019

satellite_leak_detection

Detect water leaks from satellite images using machine learning

machine-learning satellite-images drinking-water

Jupyter Notebook 5 11 0 0 Updated May 24, 2018

viz_torch_optim

Videos of deep learning optimizers moving on 3D problem-landscapes

machine-learning deep-learning optimizer pytorch optimization-algorithms learning-rate 3d-graphics

Jupyter Notebook 6 81 0 0 Updated Apr 12, 2018