keras

Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualiza...

Bert-classification and bert-dssm implementation with keras.

This is the implementation of MalConv proposed in [Malware Detection by Eating a Whole EXE](https://arxiv.org/abs/1710.09435) and its adversarial samp...

Machine learning operator & controller for Kubernetes

[MICCAI'21] [Tensorflow] Retinal Vessel Segmentation using a Novel Multi-scale Generative Adversarial Network

Deep Neural Network architecture as a predictive optimal controller for {HVAC+Solar cell + battery} disturbance afflicted system vs classic Model Pred...

[ICLR 2018] Tensorflow/Keras code for Semi-parametric Topological Memory for Navigation

A repository for some of the code I use in kaggle data science & machine learning tasks.

State of the art faster Natural Language Processing in Tensorflow 2.0 .

Recurrent Neural Network for generating piano MIDI-files from audio (MP3, WAV, etc.)

:bulb:My Solution to Facial Emotion Recognization in Kaggle competition

Edge-aware U-Net with CRF-RNN layer for Medical Image Segmentation

Protein function prediction using a variational autoencoder

Serving a keras model (neural networks) in a website with the python Django-REST framework.

詳解ディープラーニング 第2版

天池阿里灵杰问天引擎电商搜索算法赛非官方 baseline，又名 NLP 从入门到 22/2771。

It is the skb path of Linux kernel

VGG-19 deep learning model trained using ISCX 2012 IDS Dataset

Workshop (6 hours): Deep learning in R using Keras. Building & training deep nets, image classification, transfer learning, text analysis, visualizati...

Keras implementation of Structural Deep Network Embedding, KDD 2016

DATA-SCIENCE-BOWL-2018 Find the nuclei in divergent images to advance medical discovery

Hyperparameter tuning for machine learning models using a distributed genetic algorithm

<Do it! 딥러닝 입문> 도서의 주피터 노트북

This is a deep learning model for detecting the potholes on roads. The model is using YOLO-v2.

Nvidia DLI workshop on AI-based predictive maintenance techniques to identify anomalies and failures in time-series data, estimate the remaining usefu...

Neural Network that is able to translate any sign language into text.

Capsule Network on Fashion MNIST dataset

Context-Dependent Sentiment Analysis in User-Generated Videos

动漫图片超分辨率（SISR）——基于WDSR (2019-4-30)

Realtime person's face recognize and can classify emotion using webcam, video or images.

Keras implementation of Efficient Neural Architecture Search

Code for unsupervised aspect extraction, using Keras and its Backends

Keras implementation of "Image Inpainting via Generative Multi-column Convolutional Neural Networks" paper published at NIPS 2018

Application of machine learning to the Coinbase (GDAX) orderbook

PPPL deep learning disruption prediction package

A simple library to deploy Keras neural networks in pure C for realtime applications

Implementation of the paper - Generative Recurrent Networks for De Novo Drug Design.

TensorFlow implementation of focal loss

Implementation of Simple Recurrent Unit in Keras

Tutorials and my solutions to the Udacity NLP Nanodegree

Derin Öğrenme Tabanlı - seq2seq - Türkçe için kelime kökü bulma web uygulaması - Turkish Stemmer (tr_stemmer)

(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.

Simple Sign Language Detector

:construction::construction::construction: Faster R-CNN实现安防中安全帽佩戴目标检测

Insightface Keras implementation

ASCII summary for simple sequential models in Keras

基于深度学习识别12306验证码

Speech-to-text based on wav2letter built for transfer learning

All Model summary in PyTorch similar to `model.summary()` in Keras