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awesome-public-datasets

A topic-centric list of high-quality open datasets in public domains. Propose NEW data ☛☛☛PR☛☛☛

cats_vs_dogs

cnns-on-chb-mit

The project is about applying CNNs to EEG data from CHB-MIT to predict seizure

corr_dim

Compute the Correlation Dimension of a Time Series

coursera-ml-andrewng

use numpy, scipy, and tensorflow to implement these basic ML model and learning algorithm

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cs291k

🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models

deep-learning-resource

deep-residual-networks

Deep Residual Learning for Image Recognition

deeplearning_ai_books

deeplearning_ai_books

deepst

Deep Learning for Spatio-Temporal Data

document-classifier-lstm

A bidirectional LSTM with attention for multiclass/multilabel text classification.

ea-lstm

EA-LSTM: Evolutionary Attention-based LSTM for Time Series Prediction

ecg-classification-using-cnn-and-cwt

ECG Classification, Continuous Wavelet Transform, CWT, Convolutional Neural Network, CNN, Arrhythmia, Heartbeat classification

epileptic-seizure-detection

Epileptic Seizure Detection: A Deep Learning Approach

geatpy

Evolutionary algorithm toolbox and framework with high performance for Python

higuchifractaldimension

Higuchi Fractal Dimension (HFD) for 1D(time) series

hurst

Hurst exponent evaluation and R/S-analysis in Python

integer-net

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

keras-attention-mechanism

Attention mechanism Implementation for Keras.

keras-gat

Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)

keras-tcn

Keras Temporal Convolutional Network.

keras_demo

lbp-dbn-face-recognition

使用LBP特征提取算法提取人脸特征，DBN网络来实现人脸识别，测试数据库ORL数据库，识别率可达90%以上

lc-all-solutions

My own leetcode all solutions by python

leetcode

a backup of my answers

lstm-fcn

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

machine-learning-notes

This contains my machine learning notes in latex form