J's repositories
cortana-intelligence-predictive-maintenance-aerospace
Predict the remaining useful life of aircraft components in order to reduce component repair costs, improve component stock availability, reduce inventory levels of related assets and improve maintenance planning.
deep-residual-networks
Deep Residual Learning for Image Recognition
deforestprob
Python module for estimating tropical deforestation probability
Estimation-of-Remaining-Useful-Life-using-CNN
Convolutional Neural Network based regression approach for estimating machinery's remaining useful life
facets
Visualizations for machine learning datasets
fblualib
Facebook libraries and utilities for Lua
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
leetcode-1
LeetCode Problems' Solutions
LSTM-Neural-Network-for-Time-Series-Prediction
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
lstms_for_predictive_maintenance
LSTMS for Predictive Maintenance
machine-learning
Content for Udacity's Machine Learning curriculum
mixup
mixup: Beyond Empirical Risk Minimization
ml
李航《统计学习方法》中机器学习模型的LaTeX公式笔记
MSTA
Multi Strategy Trading Algorithm
Predictive-Maintenance-using-LSTM
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
PRMLT
Matlab code for algorithms in PRML book
Python-and-Algorithms-and-Data-Structures
A comprehensive study of Algorithms & Data Structure in Python, including an "ebook" that I wrote. Several exercises and examples.
python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
stat-cookbook
:orange_book: The probability and statistics cookbook
tensorflow
Computation using data flow graphs for scalable machine learning
TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
TurboEngine_Dataset_NASA
Repository used to store some tools used for Turbofan Engine Degradation Simulation Data Set/ PHM08 dataset
vae-tf
repository for the Variational Autoencoder (VAE) blogpost series from Fast Forward Labs