This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

✭ 3,307

Jupyter Notebook HTML python deep-learning natural-language-processing convolutional-neural-networks gan recurrent-neural-networks autoencoder style-transfer machine-translation tensorflow-examples

Komputation

Komputation is a neural network framework for the Java Virtual Machine written in Kotlin and CUDA C.

✭ 295

kotlin machine-learning framework nlp artificial-intelligence convolutional-neural-networks neural-networks gpu cuda jvm recurrent-neural-networks nvidia seq2seq

Returnn

The RWTH extensible training framework for universal recurrent neural networks

✭ 290

python deep-learning tensorflow gpu recurrent-neural-networks theano

Rnnsharp

RNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling, sequence-to-sequence and so on. It's written by C# language and based on .NET framework 4.6 or above versions. RNNSharp supports many different types of networks, such as forward and bi-directional network, sequence-to-sequence network, and different types of layers, such as LSTM, Softmax, sampled Softmax and others.

✭ 277

deep-learning machine-learning nlp dotnet lstm rnn recurrent-neural-networks crf sequence-labeling

Recurrent Entity Networks

TensorFlow implementation of "Tracking the World State with Recurrent Entity Networks".

✭ 276

python deep-learning machine-learning tensorflow natural-language-processing recurrent-neural-networks

Easy Tensorflow

Simple and comprehensive tutorials in TensorFlow

✭ 2,871

python deep-learning machine-learning tensorflow neural-network reinforcement-learning object-detection convolutional-neural-networks recurrent-neural-networks pattern-recognition

Lstm Human Activity Recognition

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

✭ 2,943

Jupyter Notebook python deep-learning machine-learning tensorflow neural-network lstm rnn recurrent-neural-networks activity-recognition human-activity-recognition

Carrot

🥕 Evolutionary Neural Networks in JavaScript

✭ 261

javascript nodejs machine-learning browser neural-networks lstm recurrent-neural-networks easy-to-use

Time Series Machine Learning

Machine learning models for time series analysis

✭ 261

python deep-learning machine-learning tensorflow blockchain neural-network ethereum bitcoin cryptocurrency statistics time-series recurrent-neural-networks quantitative-finance xgboost

Da Rnn

📃 **Unofficial** PyTorch Implementation of DA-RNN (arXiv:1704.02971)

✭ 256

jupyter-notebook deep-learning recurrent-neural-networks attention-mechanism lstm-neural-networks

neural-finance

Neural Network for HFT-trading [experimental]

✭ 67

python finance machine-learning deep-learning neural-network trading recurrent-neural-networks data-analysis finance-notes hft-trading

RCNN MDP

Code base for solving Markov Decision Processes and Reinforcement Learning problems using Recurrent Convolutional Neural Networks.

✭ 65

python Makefile CMake c C++shell learning machine-learning reinforcement-learning deep-reinforcement-learning recurrent-neural-networks convolutional-neural-networks backpropagation value-iteration

EdgarAllanPoetry

Computer-generated poetry

✭ 22

CSS javascript python HTML Makefile corpus recurrent-neural-networks rnn poem-generator

sgrnn

Tensorflow implementation of Synthetic Gradient for RNN (LSTM)

✭ 40

python tensorflow recurrent-neural-networks lstm rnn dni synthetic-gradients decoupled-neural-interfaces metalearning

rindow-neuralnetworks

Neural networks library for machine learning on PHP

✭ 37

PHP machine-learning deep-learning neural-network gpu opencl ml cnn dnn recurrent-neural-networks gpgpu rnn convolutional-neural-networks openblas php8

SuperNNova

Open Source Photometric classification https://supernnova.readthedocs.io

✭ 18

python deep-learning pandas pytorch recurrent-neural-networks reproducible-science cosmology arxiv bayesian-statistics bayesian-neural-networks bayesian-deep-learning supernova

recurrent-defocus-deblurring-synth-dual-pixel

Reference github repository for the paper "Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data". We propose a procedure to generate realistic DP data synthetically. Our synthesis approach mimics the optical image formation found on DP sensors and can be applied to virtual scenes rendered with standard computer software. Lev…

✭ 30

python deep-neural-networks computer-vision deep-learning recurrent-neural-networks dataset deeplearning datasets computational-photography autofocus synthetic-data depth-of-field synthetic-dataset-generation defocus-blur defocus-deblurring dual-pixel

tiny-rnn

Lightweight C++11 library for building deep recurrent neural networks

✭ 41

C++machine-learning deep-learning neural-network recurrent-neural-networks lstm rnn self-education

seeing-without-looking

PyTorch implementation for Seeing without Looking: Contextual Rescoring of Object Detections for AP Mazimization

✭ 28

python shell deep-learning pytorch recurrent-neural-networks object-detection

GTAV-Self-driving-car

Self driving car in GTAV with Deep Learning

✭ 33

Jupyter Notebook python deep-learning keras recurrent-neural-networks self-driving-car convolutional-neural-networks

python-machine-learning-book-2nd-edition

<머신러닝 교과서 with 파이썬, 사이킷런, 텐서플로>의 코드 저장소

✭ 60

Jupyter Notebook machine-learning deep-learning neural-network tensorflow numpy scikit-learn keras cnn recurrent-neural-networks rnn convolutional-neural-networks tensorflow-2

ai-visual-storytelling-seq2seq

Implementation of seq2seq model for Visual Storytelling Challenge (VIST) http://visionandlanguage.net/VIST/index.html

✭ 50

python perl HTML keras recurrent-neural-networks seq2seq encoder-decoder visual-storytelling

rnn-from-scratch

A Recurrent Neural Network implemented from scratch (using only numpy) in Python.

✭ 62

python machine-learning natural-language-processing neural-network guide recurrent-neural-networks

nyyelp

predicting yelp review rating using recurrent neural networks

✭ 20

Jupyter Notebook python nlp deep-learning recurrent-neural-networks yelp-dataset

deeptrolldetector

Deep troll uses a deep learning model that identifies whether an audio contains the Gemidao troll (AAAWN OOOWN NHAAA AWWWWN AAAAAH).

✭ 20

Jupyter Notebook recurrent-neural-networks troll deeplearning convolutional-neural-networks

Singing-Voice-Separation-RNN

Singing-Voice Separation From Monaural Recordings Using Deep Recurrent Neural Networks

✭ 44

python recurrent-neural-networks source-separation

dts

A Keras library for multi-step time-series forecasting.

✭ 130

python deep-learning time-series recurrent-neural-networks lstm gru seq2seq time-series-forecasting multi-step-ahead-forecasting temporal-convolutional-network

lyrics-generator

Generating lyrics with a recurrent neural network

✭ 36

python javascript HTML CSS Dockerfile deep-learning tensorflow keras recurrent-neural-networks lyrics-generator tensorflowjs

CS231n

PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"

spikeRNN

No description or website provided.

✭ 28

python matlab machine-learning recurrent-neural-networks spiking-neural-networks

entailment-neural-attention-lstm-tf

(arXiv:1509.06664) Reasoning about Entailment with Neural Attention.

✭ 43

python natural-language-processing deep-learning recurrent-neural-networks

LSM

Liquid State Machines in Python and NEST

✭ 39

python shell recurrent-neural-networks spiking-neural-networks lsm liquid-state-machine

STORN-keras

This is a STORN (Stochastical Recurrent Neural Network) implementation for keras!

✭ 23

python machine-learning deep-neural-networks theano deep-learning tensorflow keras recurrent-neural-networks stochastic

DeepSeparation

Keras Implementation and Experiments with Deep Recurrent Neural Networks for Source Separation

✭ 19

python matlab shell keras recurrent-neural-networks source-separation

automatic-personality-prediction

[AAAI 2020] Modeling Personality with Attentive Networks and Contextual Embeddings

✭ 43

python Jupyter Notebook deep-learning text-classification keras cnn recurrent-neural-networks lstm rnn attention convolutional-neural-networks attention-mechanism cnn-keras personality dialogue-data attention-lstm

Deep-Learning

This repo provides projects on deep-learning mainly using Tensorflow 2.0

classifying-cancer

A Python-Tensorflow neural network for classifying cancer data

✭ 30

python deep-learning cancer tensorflow recurrent-neural-networks convolutional-neural-networks neural-nets

recsys2019

The complete code and notebooks used for the ACM Recommender Systems Challenge 2019

✭ 26

Jupyter Notebook python challenge recurrent-neural-networks xgboost recommender lightgbm learning-to-rank acm recommender-system recommender-systems recommendation-algorithms catboost tensorflow-ranking

Conversational-AI-Chatbot-using-Practical-Seq2Seq

A simple open domain generative based chatbot based on Recurrent Neural Networks

✭ 17

python chatbot recurrent-neural-networks dataset seq2seq weights lstm-neural-networks

Meetup-Content

Entirety.ai Intuition to Implementation Meetup Content.

✭ 33

Jupyter Notebook flask machine-learning ai deep-learning pytorch recurrent-neural-networks lstm-model convolutional-neural-networks styletransfer

imessage-chatbot

💬 Recurrent neural network -- generates messages in your style of speech! Trained on imessage data. Sqlite3, TensorFlow, Flask, Twilio SMS, AWS.

✭ 33

python CSS javascript HTML flask tensorflow twilio recurrent-neural-networks sqlite3 imessage

rnn darts fastai

Implement Differentiable Architecture Search (DARTS) for RNN with fastai

✭ 21

Jupyter Notebook python language-modeling pytorch recurrent-neural-networks fastai neural-architecture-search

course-content-dl

NMA deep learning course

✭ 537

Jupyter Notebook deep-learning transformers recurrent-neural-networks reinforcement-learning-algorithms convolutional-neural-networks continual-learning

121-180 of 233 recurrent-neural-networks projects

first

‹

›