niumull's starred repositories
state-of-the-art-result-for-machine-learning-problems
This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.
deep-learning-models
Implementations of popular deep learning models in Theano+Lasagne
relational-networks
Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)
Relation-Network-Tensorflow
Tensorflow implementations of Relational Networks and a VQA dataset named Sort-of-CLEVR proposed by DeepMind.
TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
sklearn-expertsys
Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models
Python_for_Data_Science
A rapid on-ramp primer for programmers who want to learn Python for doing data science research and development.
scientific-python-lectures
Lectures on scientific computing with python, as IPython notebooks.