jgraving
Interested in behavior and computation. Research Scientist at Max Planck Institute of Animal Behavior
Max Planck Institute of Animal BehaviorKonstanz, Germany
Pinned Repositories
behavelet
a wavelet transform for mapping behavior
DeepPoseKit
a toolkit for pose estimation using deep learning
DeepPoseKit-Annotator
a toolkit for annotating images with user-defined keypoints
DeepPoseKit-Data
Example datasets for DeepPoseKit
imagehash
A Python Perceptual Image Hashing Module
imgaug
Image augmentation for machine learning experiments.
openTSNE
Extensible, parallel implementations of t-SNE
pinpoint
pinpoint is a Python library for generating and tracking 2D barcode tags.
selfsne
Self-Supervised Noise Embeddings (Self-SNE)
tracker
Animal behavior tracking using Python and OpenCV
jgraving's Repositories
jgraving/simple_fcn_with_keras
simple fcn implementation
jgraving/Autopilot-TensorFlow
A TensorFlow implementation of this Nvidia paper: https://arxiv.org/pdf/1604.07316.pdf with some changes
jgraving/bayesian_dense
Bayesian Weight Uncertainty Dense Layer for Keras
jgraving/BiDNN
Bidirectional (Symmetrical) Deep Neural Networks
jgraving/darkflow
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
jgraving/DeepLearningBook
MIT Deep Learning Book in PDF format
jgraving/densenet.pytorch
A PyTorch implementation of DenseNet.
jgraving/FCN_via_Keras_Ira
jgraving/FCRN-DepthPrediction
Deeper Depth Prediction with Fully Convolutional Residual Networks (FCRN)
jgraving/FlySongClusterSegment
Code to find signal templates from drosophilid courtship song
jgraving/Hein2015model-sim-deeplearning
Simulation code for the model from Hein 2015, and then codes for using tensorflow to fit parameters and simulation rules
jgraving/hmmlearn
Hidden Markov Models in Python, with scikit-learn like API
jgraving/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.
jgraving/KCFpy
Python implementation of KCF tracking algorithm
jgraving/MLAlgorithms
Minimal and clean examples of machine learning algorithms
jgraving/Molecular-Dynamic-with-tensorflow
Molecular Dynamic (M.D) with tensorflow: Tensor Graph flow demonstration of the molecular dynamic model
jgraving/MultiFlyMapper
Code and sample implementation for quantifying behavior in fly pairs as described in "An Unsupervised Method for Quantifying the Behavior of Paired Animals"
jgraving/openpilot
open source driving agent
jgraving/Parametric-t-SNE
Running parametric t-SNE by Laurens Van Der Maaten with Octave and oct2py.
jgraving/petolau.github.io
Blog about time series data mining in R.
jgraving/pypwt
A CUDA implementation of the Wavelet Transform
jgraving/squeezeDet
A tensorflow implementation for SqueezeDet, a convolutional neural network for object detection.
jgraving/squeezenet_demo
jgraving/svae
code for Structured Variational Autoencoders
jgraving/TensorBox
Object detection in TensorFlow
jgraving/tensorflow_tsne
jgraving/topicsne
t-SNE experiments in pytorch
jgraving/vae-clustering
Unsupervised clustering with (Gaussian mixture) VAEs
jgraving/vae-concrete
Keras implementation of a Variational Auto Encoder with a Concrete Latent Distribution
jgraving/zca
ZCA whitening in python