Tutufa

ml-videos

A collection of video resources for machine learning

knowledge-repo

A next-generation curated knowledge sharing platform for data scientists and other technical professions.

Practical_RL

A course in reinforcement learning in the wild

turicreate

Turi Create simplifies the development of custom machine learning models.

receptivefield

Gradient based receptive field estimation for Convolutional Neural Networks

Fabrik

:factory: Collaboratively build, visualize, and design neural nets in browser

SerpentAI

Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!

CLR

DeepGTAV

A plugin for GTAV that transforms it into a vision-based self-driving car research environment.

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

NTIRE2017

Torch implementation of "Enhanced Deep Residual Networks for Single Image Super-Resolution"

SRGAN

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

keras-vis

Neural network visualization toolkit for keras

xcessiv

A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.

convnet-benchmarks

Easy benchmarking of all publicly accessible implementations of convnets

deep-learning-papers

Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.

keras

Deep Learning for humans

cs224n-winter17-notes

Course notes for CS224N Winter17

cs224n_prj

PyDataset

Instant access to many datasets in Python.

ciml

A Course in Machine 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 ;)

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

tqdm

:zap: A Fast, Extensible Progress Bar for Python and CLI

Machine-Learning-Tutorials

machine learning and deep learning tutorials, articles and other resources

zeppelin

Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.

NearPy

Python framework for fast (approximated) nearest neighbour search in large, high-dimensional data sets using different locality-sensitive hashes.

airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

hep_ml

Machine Learning for High Energy Physics.