Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier

Stars: ✭ 1,469 (+634.5%)

Mutual labels: cnn, lstm

Sign Language Gesture Recognition

Sign Language Gesture Recognition From Video Sequences Using RNN And CNN

Stars: ✭ 214 (+7%)

Mutual labels: cnn, lstm

Deeplearning tutorials

The deeplearning algorithms implemented by tensorflow

Stars: ✭ 1,580 (+690%)

Mutual labels: cnn, lstm

Lightnet

Efficient, transparent deep learning in hundreds of lines of code.

Stars: ✭ 243 (+21.5%)

Mutual labels: cnn, lstm

Caption generator

A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.

Stars: ✭ 243 (+21.5%)

Mutual labels: cnn, lstm

Stock-Prediction

stock predict by cnn and lstm

Stars: ✭ 25 (-87.5%)

Mutual labels: cnn, lstm

Qa Rankit

QA - Answer Selection (Rank candidate answers for a given question)

Stars: ✭ 30 (-85%)

Mutual labels: cnn, lstm

Personality Detection

Implementation of a hierarchical CNN based model to detect Big Five personality traits

Stars: ✭ 338 (+69%)

Mutual labels: cnn, lstm

Basicocr

BasicOCR是一个致力于解决自然场景文字识别算法研究的项目。该项目由长城数字大数据应用技术研究院佟派AI团队发起和维护。

Stars: ✭ 336 (+68%)

Mutual labels: cnn, lstm

Lstm Fcn

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

Stars: ✭ 482 (+141%)

Mutual labels: cnn, lstm

Unet Zoo

A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation

Stars: ✭ 302 (+51%)

Mutual labels: cnn, lstm

Text Classification

Implementation of papers for text classification task on DBpedia

Stars: ✭ 682 (+241%)

Mutual labels: cnn, lstm

Multi Class Text Classification Cnn Rnn

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

Stars: ✭ 570 (+185%)

Mutual labels: cnn, lstm

Deep Music Genre Classification

🎵 Using Deep Learning to Categorize Music as Time Progresses Through Spectrogram Analysis

Stars: ✭ 23 (-88.5%)

Mutual labels: cnn, lstm

Cnn lstm for text classify

CNN, LSTM, NBOW, fasttext 中文文本分类

Stars: ✭ 90 (-55%)

Mutual labels: cnn, lstm

Twitter Sentiment Analysis

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

Stars: ✭ 978 (+389%)

Mutual labels: cnn, lstm

Neural Networks

All about Neural Networks!

Stars: ✭ 34 (-83%)

Mutual labels: cnn, lstm

Deepseqslam

The Official Deep Learning Framework for Route-based Place Recognition

Stars: ✭ 49 (-75.5%)

Mutual labels: cnn, lstm

Rnn Theano

使用Theano实现的一些RNN代码，包括最基本的RNN，LSTM，以及部分Attention模型，如论文MLSTM等

Stars: ✭ 31 (-84.5%)

Mutual labels: cnn, lstm

Deepzip

NN based lossless compression

Stars: ✭ 69 (-65.5%)

Mutual labels: cnn, lstm

Lstm Cnn classification

Stars: ✭ 64 (-68%)

Mutual labels: cnn, lstm

Neural Image Captioning

Implementation of Neural Image Captioning model using Keras with Theano backend

Stars: ✭ 12 (-94%)

Mutual labels: cnn, lstm

Pytorch Learners Tutorial

PyTorch tutorial for learners

Stars: ✭ 97 (-51.5%)

Mutual labels: cnn, lstm

Ncrfpp

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

Stars: ✭ 1,767 (+783.5%)

Mutual labels: cnn, lstm

Tensorflow template application

TensorFlow template application for deep learning

Stars: ✭ 1,851 (+825.5%)

Mutual labels: cnn, lstm

Keraspp

코딩셰프의 3분 딥러닝, 케라스맛

Stars: ✭ 178 (-11%)

Mutual labels: cnn

Deep Learning Random Explore

Stars: ✭ 192 (-4%)