A sample tutorial on HDP and MongoDB integration using Ambari, Spark, Hive and Pig

This is the collection of my own SAS utility macros/ sample code over my past 10 years of SAS programming and analysis experience from 2004 to 2014.

Example code and materials that illustrate applications of SAS machine learning techniques.

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

Classify MNIST image dataset into 10 classes. Build an image classifier with Recurrent Neural Network (RNN: LSTM) on Tensorflow.

Classifying White Blood Cells with CNNs

CNN for multi-class image recognition in tensorflow

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

Implementation of Super Resolution CNN in Keras.

Deep Learning Toolkit for Medical Image Analysis

Image Processing with Cellular Neural Networks in Python

Image Captcha Solving Using TensorFlow and CNN Model. Accuracy 90%+

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…

Simple tutorials using Google's TensorFlow Framework

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and…

Tensorflow implementation of attention mechanism for text classification tasks.

CNN-RNN中文文本分类，基于TensorFlow

Dual LSTM Encoder for Dialog Response Generation

Deep Learning for humans

Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will probably not be addressed.

Text classifier for Hierarchical Attention Networks for Document Classification

Convolutional Neural Network for Text Classification in Tensorflow

fast.ai Courses

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

Chatbot in 200 lines of code using TensorLayer

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Te…

TensorFlow Neural Machine Translation Tutorial

Software in C and data files for the popular GloVe model for distributed word representations, a.k.a. word vectors or embeddings