ml-lab Goto Github PK

kaggle-heart

kaggle-human-protein-atlas-image-classification

Kaggle 2018 @ Human Protein Atlas Image Classification

kaggle-titanic

A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstartes basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.

kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

kalman-and-bayesian-filters-in-python

Kalman Filter textbook using Ipython Notebook. This book takes a minimally mathematical approach, focusing on building intuition and experience, not formal proofs. Includes Kalman filters, Extended Kalman filters, unscented filters, and more. Includes exercises with solutions.

kaokore

Dataset for the Collection of Facial Expressions from Japanese Artwork

kaolin

PyTorch library aimed at accelerating 3D deep learning research

kaos

Deep variational inference library for Keras

karoo_gp

A Genetic Programming platform for Python with GPU support

kart

Distributed version-control for geospatial and tabular data

kbd-audio

🎤⌨️ Acoustic keyboard eavesdropping

kcfpy

Python implementation of KCF tracking algorithm

kddcup2017

keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

keras-3dcnn-heatmap

🔥🗺 A Keras implementation for visualising the heatmaps of 3D Convolutions.

keras-bert

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

keras-gan

Generative Adversarial Networks with Keras

keras-generative

Deep generative networks, coded with Keras.

keras-grad-cam

An implementation of Grad-CAM with keras

keras-inceptionv4

Keras Implementation of Google's Inception-V4 Architecture (includes Keras compatible pre-trained weights)

keras-multiprocess-image-data-generator

Accelerating Deep Learning with Multiprocess Image Augmentation in Keras

keras-retinanet

Keras implementation of RetinaNet object detection.

keras-rtst

"Real-Time Style Transfer" with Keras

keras-spp

Spatial pyramid pooling layers for keras

keras-squeeze-excite-network

Implementation of Squeeze and Excitation Networks in Keras

keras-transfer-learning-for-oxford102

Keras pretrained models (VGG16) + Transfer Learning for predicting classes in the Oxford 102 flower dataset

keras_began

Implementation BEGAN([Boundary Equilibrium Generative Adversarial Networks](https://arxiv.org/pdf/1703.10717.pdf)) by Keras.

keras_monet

example of using LSTM Networks to generate Monet - like paintings

keras_realtime_multi-person_pose_estimation

Keras version of Realtime Multi-Person Pose Estimation project

kerasgan

A collection of Keras GAN notebooks