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adamw-and-sgdw

keras implementation of AdamW from Fixing Weight Decay Regularization in Adam (https://arxiv.org/abs/1711.05101)

automatic-local-outlier-factor-tuning

Python implementation of the local outlier factor tuning algorithm described in “Automatic Hyperparameter Tuning Method for Local Outlier Factor, with Applications to Anomaly Detection.”, Z. Xu, D. Kakde, and A. Chaudhuri - 2019 IEEE International Conference on Big Data (Big Data), 2019.

dashcam-speed-predictor-keras

Keras implementation of a LCRN (CNN+LSTM) based Speed Predictor from Dashcam video data.

deep-learning-tricks

Enumerate diverse machine learning training tricks.

disentangling-vae

Experiments for understanding disentanglement in VAE latent representations

ganhacks

starter from "How to Train a GAN?" at NIPS2016

imagenet-parsing-python

Python class to explore the ImageNet database

instalox.github.io

kagglefisheries

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.

keras

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

keras-contrib

Keras community contributions

keras-iaf-mnist

Implementation of Inverse Autoregressive Flows with Keras

keras-squeezenet

SqueezeNet implementation with Keras Framework

mixture-density-networks-for-distribution-and-uncertainty-estimation

A generic Mixture Density Networks (MDN) implementation for distribution and uncertainty estimation by using Keras (TensorFlow)

mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

notion-eeg

EEG data processing and projects with the Neurosity Notion 2

quaternion-convolutional-neural-networks-for-end-to-end-automatic-speech-recognition

This is the code for the paper 'Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition'. It provides all the Keras classes to run a Quaternion Convolutional NN.

rps-automata

test

Testing