ajing

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tensorflow

An Open Source Machine Learning Framework for Everyone

moby

The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems

caffe

Caffe: a fast open framework for deep learning.

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 ;)

CNTK

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

awesome-machine-learning-interpretability

A curated list of awesome responsible machine learning resources.

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

rdkit

The official sources for the RDKit library

kaggle-CrowdFlower

1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.

awesome-embedding-models

A curated list of awesome embedding models tutorials, projects and communities.

StackNet

StackNet is a computational, scalable and analytical Meta modelling framework

nn_robust_attacks

Robust evasion attacks against neural network to find adversarial examples

tffm

TensorFlow implementation of an arbitrary order Factorization Machine

fast_rgf

Multi-core implementation of Regularized Greedy Forest

DeepFool

A simple and accurate method to fool deep neural networks

brew

⛔️ DEPRECATED brew: Python Ensemble Learning API

Kaggle-Carvana-Image-Masking-Challenge

Solution based on U-Net for the Kaggle Carvana Image Masking Challenge

universal

visdial

[CVPR 2017] Torch code for Visual Dialog

youtube-8m

The 2nd place Solution to the Youtube-8M Video Understanding Challenge by Team Monkeytyping (based on tensorflow)

daemo

The Daemo crowdsourcing platform

bionic

A Python framework for data science.

UFLDL-Tutorial-Exercise

AutoML-Challenge

ChaLearn AutoML Challenge: Code submission @ AutoML5 phase

AutoML5

Automatic Machine Learning Challenge http://automl.chalearn.org/ phase 5, 2nd place submission

SimpleTodoApp