long-short-term-memory-models topic
Text-Analysis
Explaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.
Wind-Energy-Prediction-using-LSTM
Time Series Analysis using LSTM for Wind Energy Prediction.
TensorFlow-Sentiment-Analysis-on-Amazon-Reviews-Data
Implementing different RNN models (LSTM,GRU) & Convolution models (Conv1D, Conv2D) on a subset of Amazon Reviews data with TensorFlow on Python 3. A sentiment analysis project.
Udacity-Deep-Learning-Nanodegree
The course is contained knowledge that are useful to work on deep learning as an engineer. Simple neural networks & training, CNN, Autoencoders and feature extraction, Transfer learning, RNN, LSTM, NL...
time-sequence-prediction
FloydHub porting of Pytorch time-sequence-prediction example
dl-relu
Deep Learning using Rectified Linear Units (ReLU)
LSTNet-Gluon
Time-series prediction with LSTNet in Apache MXNet Gluon
Learn_TensorFLow
学习 TensorFLow 线性&逻辑回归 多层感知机 神经网络 自编码 循环神经网络 优化记录
DriverDrowsiness_Detection
This is a project implementing Computer Vision and Deep Learning concepts to detect drowsiness of a driver and sound an alarm if drowsy.
Kaggle-Compendium
Baseline Python Scripts for Popular Kaggle Competitions