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daattali.github.io

Dean Attali's website - R/Shiny Consultant

data-science-ipython-notebooks

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, AWS, and various command lines.

datasciencecoursera

datasciencespcoursenotes

Compiled Notes for all 9 courses in the Coursera Data Science Specialization

datasets

Datasets available in the public domain

deep-learning-21-examples

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-listening

Deep Learning experiments for audio classification

deep-photo-styletransfer

Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deep_qa

A deep NLP library, based on Keras / tf, focused on question answering (but useful for other NLP too)

deeplearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

deeplearning_machinelearning

Deep Learning and Machine Learning mini-projects. Current Project: Deepmind Attentive Reader (rc-data)

deeplearnjs

Hardware-accelerated deep learning // machine learning // NumPy library for the web.

deepspeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

driverlessai-recipes

Recipes for Driverless AI

effectivetensorflow

TensorFlow tutorials and best practices.

emotion_recognition

A live emotion recognition tool.

ensemble_amazon

Code to share different ensemble techniques with focus on meta-stacking , using data from Amazon.com - Employee Access Challenge kaggle competition

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

faiss

A library for efficient similarity search and clustering of dense vectors.

fastai

The fast.ai deep learning library, lessons, and tutorials

fasttext

Library for fast text representation and classification.

feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

flashtext

Extract Keywords from sentence or Replace keywords in sentences.

flint

A Time Series Library for Apache Spark

fnc-1

fnc-1-baseline

A baseline implementation for FNC-1