Icdar 2019 SroieICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction
Stars: ✭ 202 (+172.97%)
Time-Series-ForecastingRainfall analysis of Maharashtra - Season/Month wise forecasting. Different methods have been used. The main goal of this project is to increase the performance of forecasted results during rainy seasons.
Stars: ✭ 27 (-63.51%)
RichwordsegmentorNeural word segmentation with rich pretraining, code for ACL 2017 paper
Stars: ✭ 140 (+89.19%)
Char Rnn ChineseMulti-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch. Based on code of https://github.com/karpathy/char-rnn. Support Chinese and other things.
Stars: ✭ 192 (+159.46%)
UdacityThis repo includes all the projects I have finished in the Udacity Nanodegree programs
Stars: ✭ 57 (-22.97%)
StylenetA cute multi-layer LSTM that can perform like a human 🎶
Stars: ✭ 187 (+152.7%)
Datastories Semeval2017 Task4Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
Stars: ✭ 184 (+148.65%)
lstm harLSTM based human activity recognition using smart phone sensor dataset
Stars: ✭ 20 (-72.97%)
Charades AlgorithmsActivity Recognition Algorithms for the Charades Dataset
Stars: ✭ 181 (+144.59%)
catrImage Captioning Using Transformer
Stars: ✭ 206 (+178.38%)
Deep AlgotradingA resource for learning about deep learning techniques from regression to LSTM and Reinforcement Learning using financial data and the fitness functions of algorithmic trading
Stars: ✭ 173 (+133.78%)
lstm-numpyVanilla LSTM with numpy
Stars: ✭ 17 (-77.03%)
CS231nCS231n Assignments Solutions - Spring 2020
Stars: ✭ 48 (-35.14%)
pose2actionexperiments on classifying actions using poses
Stars: ✭ 24 (-67.57%)
Eeg DlA Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
Stars: ✭ 165 (+122.97%)
DeepjazzDeep learning driven jazz generation using Keras & Theano!
Stars: ✭ 2,766 (+3637.84%)
Deep News SummarizationNews summarization using sequence to sequence model with attention in TensorFlow.
Stars: ✭ 167 (+125.68%)
LSTM-sentiment-analysisLSTM sentiment analysis. Please look at my another repo for SVM and Naive algorithem
Stars: ✭ 19 (-74.32%)
Pytorch Seq2seqTutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Stars: ✭ 3,418 (+4518.92%)
Accel Brain CodeThe purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.
Stars: ✭ 166 (+124.32%)
MachineLearningImplementations of machine learning algorithm by Python 3
Stars: ✭ 16 (-78.38%)
SequiturLibrary of autoencoders for sequential data
Stars: ✭ 162 (+118.92%)
Keras LmuKeras implementation of Legendre Memory Units
Stars: ✭ 160 (+116.22%)
BiLSTM-CRF-NER-PyTorchThis repo contains a PyTorch implementation of a BiLSTM-CRF model for named entity recognition task.
Stars: ✭ 109 (+47.3%)
Nspm🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.
Stars: ✭ 156 (+110.81%)
Pytorch Sentiment AnalysisTutorials on getting started with PyTorch and TorchText for sentiment analysis.
Stars: ✭ 3,209 (+4236.49%)
MimickCode for Mimicking Word Embeddings using Subword RNNs (EMNLP 2017)
Stars: ✭ 152 (+105.41%)
Stock Price PredictorThis project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.
Stars: ✭ 146 (+97.3%)
Qa matchA simple effective ToolKit for short text matching
Stars: ✭ 235 (+217.57%)
Pytorch Image Comp RnnPyTorch implementation of Full Resolution Image Compression with Recurrent Neural Networks
Stars: ✭ 146 (+97.3%)
EthnicolrPredict Race and Ethnicity Based on the Sequence of Characters in a Name
Stars: ✭ 137 (+85.14%)
Deep Learning ResourcesA Collection of resources I have found useful on my journey finding my way through the world of Deep Learning.
Stars: ✭ 141 (+90.54%)
MTL-AQAWhat and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment [CVPR 2019]
Stars: ✭ 38 (-48.65%)
Rnn ctcRecurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.
Stars: ✭ 220 (+197.3%)
Document Classifier LstmA bidirectional LSTM with attention for multiclass/multilabel text classification.
Stars: ✭ 136 (+83.78%)
KprnReasoning Over Knowledge Graph Paths for Recommendation
Stars: ✭ 220 (+197.3%)
VpilotScripts and tools to easily communicate with DeepGTAV. In the future a self-driving agent will be implemented.
Stars: ✭ 136 (+83.78%)
Lstm Siamese Text Similarity⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity
Stars: ✭ 216 (+191.89%)
Siamese LstmSiamese LSTM for evaluating semantic similarity between sentences of the Quora Question Pairs Dataset.
Stars: ✭ 217 (+193.24%)