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awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

texar

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

Language:PythonApache-2.02390 78 159

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

Language:PythonBSD-3-Clause1959 65 101

Style-Transfer-in-Text

Paper List for Style Transfer in Text

pytorch-openai-transformer-lm

🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

Language:PythonMIT1507 92 39

pytorch-mobilenet-v2

A PyTorch implementation of MobileNet V2 architecture and pretrained model.

Language:PythonApache-2.01372 26 37

image_captioning

Tensorflow implementation of "Show, Attend and Tell: Neural Image Caption Generation with Visual Attention"

Language:PythonMIT785 26 76

light-weight-refinenet

Light-Weight RefineNet for Real-Time Semantic Segmentation

Language:PythonNOASSERTION738 31 75

RelativisticGAN

Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"

Language:Python720 25 19

finetune

Scikit-learn style model finetuning for NLP

Language:PythonMPL-2.0700 34 140

TFSegmentation

RTSeg: Real-time Semantic Segmentation Comparative Study

Language:PythonApache-2.0597 27 64

LeakGAN

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

Language:Python577 24 30

SCAN

PyTorch source code for "Stacked Cross Attention for Image-Text Matching" (ECCV 2018)

Language:PythonApache-2.0545 10 60

trellisnet

[ICLR'19] Trellis Networks for Sequence Modeling

Language:PythonMIT473 22 7

Text-to-Image-Synthesis

Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper

Language:PythonGPL-3.0403 15 37

MUNIT-Tensorflow

Simple Tensorflow implementation of "Multimodal Unsupervised Image-to-Image Translation" (ECCV 2018)

Language:PythonMIT300 14 15

sca-cnn.cvpr17

Image Captions Generation with Spatial and Channel-wise Attention

Language:Python208 120

coco-cn

Enriching MS-COCO with Chinese sentences and tags for cross-lingual multimedia tasks

Language:OpenEdge ABLMIT180 5 35

dataset

Multi30k Dataset

Language:Smalltalk172 11 5

HDGan

Pytorch implementation of HDGan

Language:Python150 11 19

topically-driven-language-model

Tensorflow code to train TDLM

Language:PythonApache-2.0138 7 15

unsupervised-NMT

Unsupervised neural machine translation; weight sharing; GAN

Language:Python92 7 6

Deep-Hash-Table-ICML18

"Efficient end-to-end learning for quantizable representations" accepted at ICML2018

Language:PythonMIT67 60

tf-adain

TensorFlow implementation of the paper "Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization" by Xun Huang and Serge Belongie

Language:PythonMIT66 4 5

SPINE

Code for SPINE - Sparse Interpretable Neural Embeddings. Jhamtani H.*, Pruthi D.*, Subramanian A.*, Berg-Kirkpatrick T., Hovy E. AAAI 2018

Language:Python51 7 9

image-captioning-chinese

Image Captioning in Chinese using LSTM RNN with attention mechanism

Language:Python39 2 5

pili3000

A python command line tool helping memorizing GRE vocabulary.

Language:PythonGPL-2.025 40

tf-variational-dropout

Sparsifying Variational Dropout in Tensorflow

Language:PythonGPL-3.022 7 6

variational-dropout

TensorFlow implementation of the method from Variational Dropout Sparsifies Deep Neural Networks, Molchanov et al. (2017)

Language:PythonGPL-3.016 50

StarGAN-Tensorflow

Implementation of StarGAN in Tensorflow

Language:Python16 3 3