Rachnog / education
Materials for my lectures and for self-study in machine learning
☆140Updated 3 years ago
Alternatives and similar repositories for education:
Users that are interested in education are comparing it to the libraries listed below
- Practical Deep Learning resources for Time series analysis and forecasting☆86Updated 3 years ago
- A Keras-based library for analysis of time series data using deep learning algorithms.☆117Updated 7 years ago
- Using Imblearn To Tackle Imbalanced Data Sets☆37Updated 8 years ago
- Using LSTM network for time series forecasting☆44Updated 7 years ago
- Python 3.6+ (only)☆112Updated 6 years ago
- Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another c…☆106Updated 6 years ago
- The purpose of this repo is to implement & analyze various deep learning and hybrid approaches to time-series classification and regressi…☆39Updated 6 years ago
- An LSTM Autoencoder for rare event classification☆108Updated 5 years ago
- This repository is designed to teach you, step-by-step, how to develop deep learning methods for time series forecasting with concrete an…☆141Updated 6 years ago
- This repository contains a throughout explanation on how to create different deep learning models in Keras for multivariate (tabular) tim…☆139Updated 6 years ago
- Autoencoder model for rare event classification☆105Updated 5 years ago
- Classifying time series using feature extraction☆86Updated 6 years ago
- Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another c…☆144Updated 2 years ago
- Scientific time series and deep learning state of the art☆281Updated 4 years ago
- Rapid large-scale fractional differencing with NVIDIA RAPIDS and GPU to minimize memory loss while making a time series stationary. 6x-40…☆56Updated 5 years ago
- Gathers Machine learning models using pure Numpy to cover feed-forward, RNN, CNN, clustering, MCMC, timeseries, tree-based, and so much m…☆108Updated 5 years ago
- Automatic feature engineering using deep learning and Bayesian inference using TensorFlow.☆72Updated 2 years ago
- This repository contains Time series Analysis and Forecasting tutorial from Analytics Vidhya☆22Updated 6 years ago
- This is the code for "Time Series Prediction" By Siraj Raval on Youtube☆194Updated 6 years ago
- ☆27Updated 6 years ago
- Deep learning for time-series data☆49Updated 2 years ago
- ☆99Updated 6 years ago
- This code was developed for the Intro to GANs workshop for Machine Learning Tokyo (MLT).☆66Updated 6 years ago
- Notebook and slides for my talk at Pydata NYC 2018☆88Updated 9 months ago
- Keras callback example☆56Updated 7 years ago
- ☆160Updated 6 years ago
- Presentation for time series analysis☆45Updated 7 years ago
- Materials for "Bayesian Methods for Machine Learning" Coursera MOOC☆134Updated 4 years ago
- Gathers Tensorflow deep learning models.☆52Updated 6 years ago
- Deep Neural Network Ensembles for Time Series Classification☆111Updated last year