60 results found Sort:

Alro10
deep-learning-time-series Alro10
523
2.6k
apache-2.0
81
List of papers, code and experiments using deep learning for time series forecasting
lstm python3 pytorch prediction tensorflow time-series deep-learning series-analysis sales-forecasting demand-forecasting forecasting-models series-forecasting deep-neural-networks lstm-neural-networks series-classification time-series-prediction time-series-forecasting forecasting-competitions recurrent-neural-networks time-series-classification
Created 2019-08-22
348 commits to master branch, last one 2 years ago
mravanelli
pytorch-kaldi mravanelli
446
2.4k
unknown
94
pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are ...
asr dnn gru rnn lstm kaldi timit speech dnn-hmm pytorch rnn-model deep-learning speech-recognition deep-neural-networks lstm-neural-networks recurrent-neural-networks multilayer-perceptron-network
Created 2018-02-27
158 commits to master branch, last one 3 years ago
scorpionhiccup
StockPricePrediction scorpionhiccup
418
1.3k
mit
83
Stock Price Prediction using Machine Learning Techniques
rnn lstm video analysis forecasting concept-video machine-learning supervised-learning lstm-neural-networks stock-price-forecasting
Created 2016-03-02
43 commits to master branch, last one 5 years ago
skforecast
skforecast skforecast
135
1.2k
bsd-3-clause
10
Time series forecasting with machine learning models
arima python sarimax xgboost lightgbm forecasting time-series data-science scikit-learn machine-learning direct-forecasting exogenous-predictors lstm-neural-networks quantile-forecasting multi-step-forecasting backtesting-forecasters multi-series-forecasting probabilistic-forecasting autoregressive-forecasting multiple-time-series-forecasting
Created 2021-02-10
3,996 commits to master branch, last one 9 days ago
omerbsezer
LSTM_RNN_Tutorials_with_Demo omerbsezer
297
717
unknown
19
LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow
price-prediction lstm-neural-networks reccurent-neural-network
Created 2018-02-18
22 commits to master branch, last one 5 years ago
umbertogriffo
Predictive-Maintenance-using-LSTM umbertogriffo
238
640
mit
26
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
lstm keras timeseries keras-models deep-learning keras-tensorflow prediction-model deep-neural-networks lstm-neural-networks keras-neural-networks predictive-maintenance deep-learning-algorithms
Created 2017-09-05
31 commits to master branch, last one 9 months ago
NourozR
Stock-Price-Prediction-LSTM NourozR
212
574
unknown
23
OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network
deep-learning neural-networks machine-learning algorithmic-trading lstm-neural-networks recurrent-neural-networks machine-learning-for-finance machine-learning-for-trading
Created 2017-08-21
21 commits to master branch, last one 7 years ago
JordiCorbilla
stock-prediction-deep-neural-learning JordiCorbilla
111
514
cc0-1.0
19
Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting
lstm stock crypto finance yfinance lstm-model market-data time-series stock-prices deep-learning cryptocurrency jupyter-notebook machine-learning stock-prediction deep-neural-networks lstm-neural-networks recurrent-neural-networks
Created 2020-07-01
178 commits to master branch, last one 10 months ago
vsuthichai
paraphraser vsuthichai
99
407
mit
15
Sentence paraphrase generation at the sentence level
lstm insight-ai paraphrase tensorflow paraphraser paraphrases deep-learning bidirectional-lstm sentence-generator insight-data-science lstm-neural-networks paraphrase-generation insight-artificial-intelligence
Created 2018-01-18
92 commits to master branch, last one 3 years ago
scopeInfinity
Video2Description scopeInfinity
68
333
apache-2.0
7
Video to Text: Natural language description generator for some given video. [Video Captioning]
cnn-keras video-to-text audio-processing image-captioning video-captioning video-processing deep-neural-networks lstm-neural-networks
Created 2017-10-25
260 commits to VideoCaption branch, last one 2 years ago
smousavi05
EQTransformer smousavi05
149
319
mit
6
EQTransformer, a python package for earthquake signal detection and phase picking using AI.
stead global detection earthquakes transformer deep-learning phase-picking neural-network attention-mechanism multi-task-learning lstm-neural-networks
Created 2020-03-11
553 commits to master branch, last one 6 months ago
amansrivastava17
lstm-siamese-text-similarity amansrivastava17
88
282
mit
9
⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity
lstm keras deep-learning siamese-network text-similarity bidirectional-lstm sentence-similarity lstm-neural-networks
Created 2018-03-23
33 commits to master branch, last one 4 years ago
gabrielspmoreira
chameleon_recsys gabrielspmoreira
80
277
mit
26
Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems
rnn lstm word2vec tensorflow deep-learning rnn-tensorflow word-embeddings recommender-system lstm-neural-network news-recommendation deep-neural-networks lstm-neural-networks recommendation-engine recommendation-system recommendation-algorithms
Created 2018-09-23
26 commits to master branch, last one 3 years ago
greydanus
scribe greydanus
86
259
unknown
10
Realistic Handwriting with Tensorflow
alex graves tensorflow jupyter-notebook realist-handwriting lstm-neural-networks handwriting-synthesis
Created 2016-08-30
55 commits to master branch, last one about a year ago
ocatak
malware_api_class ocatak
36
229
mit
8
Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API calls analysis for cyber security researchers
study adware dataset malware sandbox deep-learning classification cuckoo-sandbox malware-dataset machine-learning malware-families lstm-neural-networks
Created 2020-09-05
56 commits to master branch, last one 3 years ago
akash13singh
lstm_anomaly_thesis akash13singh
87
224
mit
17
Anomaly detection for temporal data using LSTMs
lstm time-series deep-learning neural-networks anomaly-detection lstm-neural-networks bayesian-optimization recurrent-neural-networks
Created 2017-05-01
59 commits to master branch, last one 3 years ago
chibui191
bitcoin_volatility_forecasting chibui191
69
223
unknown
8
GARCH and Multivariate LSTM forecasting models for Bitcoin realized volatility with potential applications in crypto options trading, hedging, portfolio management, and risk management
bitcoin finance sklearn trading garch-models stock-market cryptocurrency keras-tensorflow volatility-modeling lstm-neural-networks multivariate-timeseries
Created 2021-07-18
52 commits to main branch, last one 3 years ago
pcko1
Deep-Drug-Coder pcko1
55
187
mit
4
A tensorflow.keras generative neural network for de novo drug design, first-authored in Nature Machine Intelligence while working at AstraZeneca.
molecules autoencoders denovo-design drug-discovery neural-network smiles-strings lstm-neural-networks
Created 2019-05-29
78 commits to master branch, last one 3 years ago
harshtikuu
Abnormal_Event_Detection harshtikuu
87
176
unknown
13
Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder
keras opencv python livestream tensorflow deep-learning neural-network machine-learning video-processing anomaly-detection lstm-neural-networks convolutional-neural-networks
Created 2017-10-20
26 commits to master branch, last one 2 months ago
gunjannandy
stock-market-scraper gunjannandy
36
159
mit
7
Scraps historical stock market data from Yahoo Finance (https://finance.yahoo.com/)
csv json query stock python finance reactjs scraper stock-data finance-api stock-market deep-learning yahoo-finance stock-analysis mass-downloader jupyter-notebook yahoo-finance-api lstm-neural-networks stock-market-scraper historical-stock-data
Created 2019-06-20
28 commits to master branch, last one 3 years ago
emirhanai
Cryptocurrency-Prediction-with-Artificial-Intelligence emirhanai
57
139
gpl-3.0
11
First Version.. Cryptocurrency Prediction with Artificial Intelligence (Deep Learning via LSTM Neural Networks)- Emirhan BULUT
xrp lstm usdt lstm-model prediction deeplearning deep-learning cryptocurrency neural-network neural-networks deep-neural-networks lstm-neural-networks cryptocurrency-prices artificial-intelligence artificial-neural-networks
Created 2022-01-12
15 commits to main branch, last one 2 years ago
rezacsedu
Deep-Learning-for-Clustering-in-Bioinformatics rezacsedu
34
134
other
5
Deep Learning-based Clustering Approaches for Bioinformatics
autoencoders deep-learning bioinformatics neural-networks clustering-analysis lstm-neural-networks representation-learning variational-autoencoder convolutional-autoencoder
Created 2019-08-16
53 commits to master branch, last one 3 years ago
archd3sai
Predictive-Maintenance-of-Aircraft-Engine archd3sai
45
133
unknown
2
In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbofan engine.
cnn-keras regression classification rul-prediction feature-importance lstm-neural-networks predictive-maintenance similarity-based-model exponential-degradation
Created 2019-05-07
50 commits to master branch, last one 2 years ago
jiaxiang-cheng
PyTorch-LSTM-for-RUL-Prediction jiaxiang-cheng
23
132
apache-2.0
1
PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Partially inspired by Zheng, S., Ristovski, K., Farahat, A., & Gu...
lstm cmapss pytorch lstm-neural-networks remaining-useful-life
Created 2021-05-01
3 commits to master branch, last one 3 years ago
declare-lab
contextual-utterance-level-multimodal-sentiment-analysis declare-lab
42
123
unknown
12
Context-Dependent Sentiment Analysis in User-Generated Videos
lstm keras sentiment-analysis lstm-neural-networks multimodal-interactions multimodal-sentiment-analysis
Created 2017-04-21
19 commits to master branch, last one 3 years ago
AspirinCode
awesome-AI4MolConformation-MD AspirinCode
12
120
gpl-3.0
4
List of molecules (small molecules, RNA, peptide, protein, enzymes, antibody, and PPIs) conformations and molecular dynamics (force fields) using generative artificial intelligence and deep learning
gan llm ppi vae flow gnns amber openmm enzymes gromacs transformer force-fields active-learning molecular-dynamics lstm-neural-networks proteinconformations neural-network-potentials
Created 2024-04-10
189 commits to main branch, last one 4 days ago
ajitsingh98
Time-Series-Analysis-and-Forecasting-with-Python ajitsingh98
49
117
mit
7
Time Series Analysis and Forecasting in Python
numpy stats pandas sarimax python-3 fbprophet stats-api arima-model statsmodels moving-average prophet-facebook arima-forecasting lstm-neural-networks time-series-analysis univariate-timeseries multivariate-timeseries time-series-forecasting holt-winters-forecasting machine-learning-algorithms deep-learning-for-time-series
Created 2019-12-29
40 commits to master branch, last one 4 months ago
gsurma
text_predictor gsurma
35
116
mit
13
Char-level RNN LSTM text generator📄.
ai rnn lstm python text-mining deep-learning rnn-tensorflow machine-learning lstm-neural-networks artificial-intelligence
Created 2018-10-06
54 commits to master branch, last one 3 years ago
Netanelshoshan
freqAI-LSTM Netanelshoshan
31
102
mit
21
A Trading Model Utilizing a Dynamic Weighting and Aggregate Scoring System with LSTM Networks
regression-models lstm-neural-networks
Created 2023-08-15
37 commits to main branch, last one 5 months ago
Alex0Blackwell
bias-monitor Alex0Blackwell
7
92
mit
5
A Chrome Extension that promotes politically diverse news reading with Artificial Intelligence!
bert lstm politics chrome-extension machine-learning lstm-neural-networks artificial-intelligence artificial-neural-networks
Created 2021-09-18
47 commits to main branch, last one 2 years ago