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awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awx

NN output layer for consistent Hierarchical Multi-label Classification

char-models

Character level models for sentiment analysis

cnn-benchmarks

Benchmarks for popular CNN models

code

Using PYTHON to teach math

data-science-from-scratch

code for Data Science From Scratch book

deep-knowledge-tracing

An implementation of Deep Knowledge Tracing (DKT) with Keras and Tensorflow

deep-knowledge-tracing-plus

It is the DKT+ model implemented in python3 and tensorflow1.2

deep-siamese-text-similarity

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings

deepknowledgetracing

source code for the paper Deep Knowledge Tracing

deepknowledgetracing-1

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

digits

Deep Learning GPU Training System

dkt

Our implementation of the LSTM version of Deep Knowledge Tracing (DKT)

dkvmn

Dynamic Key-Value Memory Networks for Knowledge Tracing

dlwin

GPU-accelerated Deep Learning on Windows 10 native

edm2016

Code for replicating results in our EDM2016 paper

fasttext

Library for fast text representation and classification.

google-search-api

Python based api for searching google web, images, calc, and currency conversion.

intro-to-tensorflow

This is an introduction to tensorflow

ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

kchar

Character-Aware Neural Language Models. A keras-based implementation

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

key-value-memory-networks

The implementation of key value memory networks in tensorflow

ktm

Knowledge Tracing Machines

leitnerq

A queueing network model for spaced repetition

lentil

An implementation of the Latent Skill Embedding model

lstm-siamese-text-similarity

⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity