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autoencoder

Autoencoder and visualization for MNIST

awesome-deep-learning-papers

The most cited deep learning papers

awesome-mlops

A curated list of references for MLOps

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

caml-mimic

multilabel classification of EHR notes

cnn-text-classification

convnet

Convolutional Neural Networks for Matlab, including Invariang Backpropagation algorithm (IBP). Has versions for GPU and CPU, written on CUDA, C++ and Matlab. All versions work identically. The GPU version uses kernels from Alex Krizhevsky's library 'cuda-convnet2'.

cs-7641-machine-learning-notes

In this repository, I will publish my notes for GaTech's Machine Learning course CS7641.

deep-attention-text-classifier-tf

Deep-Attention Text Classifier in Tensorflow

deeplearnjs

Hardware-accelerated deep learning and linear algebra (NumPy) library for the web.

dl4j-0.4-examples

Please use these examples based on deeplearning4j 0.4.* release.

krayush07.aboutme.com

krayush07.github.io

learn-by-weak-supervision

A meta-learning setup to utitlize the unlabeled data for target task. An implementation of "Learning to learn from weak supervision by full supervision". https://arxiv.org/abs/1711.11383

linear-regression

Linear Regression in Python

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

nlp-phd-global-equality

A repo for open resources & information for people to succeed in PhD in CS & career in AI / NLP

optimus

Train, evaluate and deploy Deep Learning based text classifiers. Currently supports CNN

reddit-top-2.5-million

This is a dataset of the all-time top 1,000 posts, from the top 2,500 subreddits by subscribers, pulled from reddit between August 15–20, 2013.

scikit-learn

scikit-learn: machine learning in Python

semeval

SemEval ABSA 2016

sentiment-semeval-absa

Sentiment classification system.

sequential-match-network

A deep learning framework to selection next response for current input utterance conditioned on previous contexts.

tensorflow-examples

TensorFlow tutorials and code examples for beginners

tensorflow-worklab

This set of files is an example of how to use Tensorflow for importing and retraining an existing model, such as ResNet. The goal of this example is to separate all functionality on several classes, so it is easy to modify the parameters and run the models, while still having all code not too deep inside.

tf-idf

Python package to extract significant keywords.

tf-vgg

This repository contains script for VGG model in tensorflow.

theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

topdeeplearning

A list of popular github projects related to deep learning