581 Open source projects that are alternatives of or similar to Spectrum

Various implementations and projects on CNN, RNN, LSTM, GAN, etc

模仿莎士比亚创作戏剧！屌炸天的是还能创作金庸武侠小说！快star，保持更新！！

NLP and Text Generation Experiments in TensorFlow 2.x / 1.x

Fiction generator with Tensorflow. 模仿王小波的风格的小说生成器

Applying Common-Sense Reasoning to Multi-Modal Dense Video Captioning and Video Question Answering | Python3 | PyTorch | CNNs | Causality | Reasoning | LSTMs | Transformers | Multi-Head Self Attention | Published in IEEE Winter Conference on Applications of Computer Vision (WACV) 2021

Electric load forecast using Long-Short-Term-Memory (LSTM) recurrent neural network

Code for "Neural Tangent Generalization Attacks" (ICML 2021)

Tensorflow 2.0 implementation of Deep Autoregressive Models

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

Tensorflow 2 Faster-RCNN implementation from scratch supporting to the batch processing with MobileNetV2 and VGG16 backbones

dentifying gender and regional accent from speech

GitHub repo for my Tensorflow World hackathon submission

Deep reinforcement learning with tensorflow2

Convolutional Recurrent Neural Network(CRNN) for End-to-End Text Recognition - TensorFlow 2

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

Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.

Optical character recognition Using Deep Learning

Chinese Word Segmention Base on the Deep Learning and LSTM Neural Network

Tensorflow2.3的文本分类项目，支持各种分类模型，支持相关tricks。

Recurrent Neural Networks (RNN, GRU, LSTM) and their Bidirectional versions (BiRNN, BiGRU, BiLSTM) for word & character level language modelling in Theano

Online Hand Writing Recognition using BLSTM

🌈 Spectral Normalization implemented as Tensorflow 2

Character Embeddings Recurrent Neural Network Text Generation Models

MLOps workshop with Amazon SageMaker

Transliterating English to Hindi using Recurrent Neural Networks

Malicious URL detector using keras recurrent networks and scikit-learn classifiers

Generate Chinese hip-pop lyrics using GAN

Graph convolution with tf.keras

WIP Tensorflow implementation of https://github.com/mozilla/TTS

Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.

Implementation of GradCAM & Guided GradCAM with Tensorflow 2.x

This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip Chakraborty, Aritra Roy Gosthipaty and Sayak Paul.

Sequence analyzing using Recurrent Neural Networks (RNN) based on Keras

Train LSTM to writer novel (HongLouMeng here) in Pytorch.

Advanced Deep Learning

[NAACL2018] Entity Commonsense Representation for Neural Abstractive Summarization

Farm Animal Tracking (FAT)

Text classification with Reuters-21578 datasets using Gensim Word2Vec and Keras LSTM

A simplification of Tensorflow Tensor Operations

Forecasting Solar Power: Analysis of using a LSTM Neural Network

Official repo of the article: Yousef, W. A., Ibrahime, O. M., Madbouly, T. M., & Mahmoud, M. A. (2019), "Learning meters of arabic and english poems with recurrent neural networks: a step forward for language understanding and synthesis", arXiv preprint arXiv:1905.05700

Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record

Speaker Diarization is the problem of separating speakers in an audio. There could be any number of speakers and final result should state when speaker starts and ends. In this project, we analyze given audio file with 2 channels and 2 speakers (on separate channels).

[AAAI2021] Unsupervised Opinion Summarization with Content Planning

FedGroup, A Clustered Federated Learning framework based on Tensorflow

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

Deep Character CNN LSTM Encoder with Classification and Similarity Models

Deep Reinforcement Learning Algorithms implemented with Tensorflow 2.3

Playground for implementing custom layers and other components compatible with keras, with the purpose to learn the framework better and perhaps in future offer some utils for others.

Neural network that solves math equations on the character level

🧐 Code & Data for Fact-based Text Editing (Iso et al; ACL 2020)

Repository for Attention Algorithm

Predict traffic flow with LSTM. For experimental purposes only, unsupported!

Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome. Permission granted upon request.

(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset

Curated list of all NLP Resources

Regex: generate matching and non matching strings based on regex pattern.

DSTC6: End-to-End Conversation Modeling Track

ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST

Fast SEO text generator on a mask.