jgraving

simple_fcn_with_keras

simple fcn implementation

Autopilot-TensorFlow

A TensorFlow implementation of this Nvidia paper: https://arxiv.org/pdf/1604.07316.pdf with some changes

bayesian_dense

Bayesian Weight Uncertainty Dense Layer for Keras

BiDNN

Bidirectional (Symmetrical) Deep Neural Networks

darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

DeepLearningBook

MIT Deep Learning Book in PDF format

FCN_via_Keras_Ira

FCRN-DepthPrediction

Deeper Depth Prediction with Fully Convolutional Residual Networks (FCRN)

FlySongClusterSegment

Code to find signal templates from drosophilid courtship song

Hein2015model-sim-deeplearning

Simulation code for the model from Hein 2015, and then codes for using tensorflow to fit parameters and simulation rules

hmmlearn

Hidden Markov Models in Python, with scikit-learn like API

Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

KCFpy

Python implementation of KCF tracking algorithm

MLAlgorithms

Minimal and clean examples of machine learning algorithms

Molecular-Dynamic-with-tensorflow

Molecular Dynamic (M.D) with tensorflow: Tensor Graph flow demonstration of the molecular dynamic model

MultiFlyMapper

Code and sample implementation for quantifying behavior in fly pairs as described in "An Unsupervised Method for Quantifying the Behavior of Paired Animals"

NNProject_DeepMask

Deep Neural Network for object segmentation.

openpilot

open source driving agent

Parametric-t-SNE

Running parametric t-SNE by Laurens Van Der Maaten with Octave and oct2py.

petolau.github.io

Blog about time series data mining in R.

pypwt

A CUDA implementation of the Wavelet Transform

squeezeDet

A tensorflow implementation for SqueezeDet, a convolutional neural network for object detection.

squeezenet_demo

svae

code for Structured Variational Autoencoders

TensorBox

Object detection in TensorFlow

tensorflow_tsne

topicsne

t-SNE experiments in pytorch

vae-clustering

Unsupervised clustering with (Gaussian mixture) VAEs

vae-concrete

Keras implementation of a Variational Auto Encoder with a Concrete Latent Distribution

zca

ZCA whitening in python