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free-programming-books

:books: Freely available programming books

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

glscale

A robust data scaling algorithm to improve classification accuracies in biomedical data

google_inception_v3_for_caffe

Google Inception (deepdream) v3 for Caffe

handong1587.github.io

highway-networks

An implementation of Highway Networks in Caffe

integrated-gradients

Attributing predictions made by the Inception network using the Integrated Gradients method

kaggle-carvana-2017

80 TFlops

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.

keras-gan

Keras implementations of Generative Adversarial Networks.

lpo

Implementation of the CVPR 2015 paper: Learning to propose objects

machine-learning-for-algorithmic-trading-second-edition

Code and resources for Machine Learning for Algorithmic Trading, 2nd edition.

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

meanfield-matlab

MATLAB wrapper for Efficient Inference in Fully Connected CRF

meanshift_py

Simple implementation of mean shift clustering in python

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

ml_finance_codes

Machine Learning in Finance: From Theory to Practice Book

netscope

Neural network visualizer

practical_rl

A course in reinforcement learning in the wild

pre-resnet-prototxt-for-caffe

Create (Pre-)ResNet prototxt (including training and test) for Caffe

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pydensecrf

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

raster-vision

deep learning for aerial/satellite imagery

rcnn

R-CNN: Regions with Convolutional Neural Network Features

resnet-generator

Generate Caffe Prototxt for Deep Residual Learning Network

rl_abstraction

Code for experimenting with state and action abstractions in reinforcement learning.

scikit-survival

Survival analysis built on top of scikit-learn

sds_eccv2014

selective_search_py

Python-based implementation of the Selective Search for Object Recognition.