Topic: "lstm-neural-networks"
Alro10/deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting
Language: Jupyter Notebook - Size: 1.22 MB - Last synced at: 29 days ago - Pushed at: about 1 year ago - Stars: 2,683 - Forks: 530
mravanelli/pytorch-kaldi
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 performed with the kaldi toolkit.
Language: Python - Size: 567 KB - Last synced at: 28 days ago - Pushed at: about 3 years ago - Stars: 2,384 - Forks: 445
scorpionhiccup/StockPricePrediction
Stock Price Prediction using Machine Learning Techniques
Language: Jupyter Notebook - Size: 7.53 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 1,420 - Forks: 435
skforecast/skforecast
Time series forecasting with machine learning models
Language: Jupyter Notebook - Size: 539 MB - Last synced at: 4 days ago - Pushed at: 11 days ago - Stars: 1,306 - Forks: 155
omerbsezer/LSTM_RNN_Tutorials_with_Demo
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
Language: Python - Size: 290 KB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 772 - Forks: 304
VivekPa/IntroNeuralNetworks
Introducing neural networks to predict stock prices
Language: Python - Size: 31.3 KB - Last synced at: about 1 month ago - Pushed at: almost 6 years ago - Stars: 756 - Forks: 206
umbertogriffo/Predictive-Maintenance-using-LSTM
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
Language: Python - Size: 8.02 MB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 674 - Forks: 243
JordiCorbilla/stock-prediction-deep-neural-learning
Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting
Language: Jupyter Notebook - Size: 36.4 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 581 - Forks: 121
NourozR/Stock-Price-Prediction-LSTM
OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network
Language: Python - Size: 37.1 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 527 - Forks: 210
SenticNet/personality-detection
Implementation of a hierarchical CNN based model to detect Big Five personality traits
Language: Python - Size: 3.56 MB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 490 - Forks: 172
chihyaoma/Activity-Recognition-with-CNN-and-RNN
Temporal Segments LSTM and Temporal-Inception for Activity Recognition
Language: Lua - Size: 118 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 442 - Forks: 147
Zhenye-Na/DA-RNN
📃 𝖀𝖓𝖔𝖋𝖋𝖎𝖈𝖎𝖆𝖑 PyTorch Implementation of DA-RNN (arXiv:1704.02971)
Language: Jupyter Notebook - Size: 7.55 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 424 - Forks: 140
vsuthichai/paraphraser
Sentence paraphrase generation at the sentence level
Language: Python - Size: 430 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 400 - Forks: 100
smousavi05/EQTransformer
EQTransformer, a python package for earthquake signal detection and phase picking using AI.
Language: Python - Size: 50.1 MB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 346 - Forks: 156
scopeInfinity/Video2Description
Video to Text: Natural language description generator for some given video. [Video Captioning]
Language: Python - Size: 33 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 343 - Forks: 70
amansrivastava17/lstm-siamese-text-similarity
⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity
Language: Python - Size: 69.3 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 278 - Forks: 91
gabrielspmoreira/chameleon_recsys
Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems
Language: Python - Size: 715 KB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 276 - Forks: 81
30lm32/ml-projects
ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python
Size: 65.8 MB - Last synced at: 4 days ago - Pushed at: over 4 years ago - Stars: 273 - Forks: 108
tensorlayer/awesome-tensorlayer
A curated list of dedicated resources and applications
Size: 94.7 KB - Last synced at: 7 days ago - Pushed at: over 5 years ago - Stars: 268 - Forks: 59
nicklashansen/rnn_lstm_from_scratch
How to build RNNs and LSTMs from scratch with NumPy.
Language: Jupyter Notebook - Size: 218 KB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 252 - Forks: 70
chibui191/bitcoin_volatility_forecasting
GARCH and Multivariate LSTM forecasting models for Bitcoin realized volatility with potential applications in crypto options trading, hedging, portfolio management, and risk management
Language: Jupyter Notebook - Size: 105 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 250 - Forks: 74
greydanus/scribe
Realistic Handwriting with Tensorflow
Language: Jupyter Notebook - Size: 20.3 MB - Last synced at: 11 months ago - Pushed at: almost 2 years ago - Stars: 246 - Forks: 85
akash13singh/lstm_anomaly_thesis
Anomaly detection for temporal data using LSTMs
Language: Jupyter Notebook - Size: 86.5 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 220 - Forks: 89
Netanelshoshan/freqAI-LSTM
A Trading Model Utilizing a Dynamic Weighting and Aggregate Scoring System with LSTM Networks
Language: Python - Size: 59.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 204 - Forks: 71
lucko515/speech-recognition-neural-network
This is the end-to-end Speech Recognition neural network, deployed in Keras. This was my final project for Artificial Intelligence Nanodegree @Udacity.
Language: HTML - Size: 12.7 MB - Last synced at: 29 days ago - Pushed at: over 7 years ago - Stars: 190 - Forks: 85
AspirinCode/awesome-AI4MolConformation-MD
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
Size: 4.45 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 184 - Forks: 17
SchoolOfAISaoPaulo/aulas 📦
Aulas da Escola de Inteligência Artificial de São Paulo
Language: Jupyter Notebook - Size: 115 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 184 - Forks: 78
pcko1/Deep-Drug-Coder
A tensorflow.keras generative neural network for de novo drug design, first-authored in Nature Machine Intelligence while working at AstraZeneca.
Language: Python - Size: 116 MB - Last synced at: 11 months ago - Pushed at: about 2 years ago - Stars: 183 - Forks: 54
ocatak/malware_api_class
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
Language: Python - Size: 16.5 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 179 - Forks: 33
harshtikuu/Abnormal_Event_Detection
Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder
Language: Python - Size: 21.8 MB - Last synced at: 6 months ago - Pushed at: 8 months ago - Stars: 176 - Forks: 87
brannondorsey/midi-rnn
Generate monophonic melodies with machine learning using a basic LSTM RNN
Language: Python - Size: 403 KB - Last synced at: 9 days ago - Pushed at: over 6 years ago - Stars: 165 - Forks: 33
neural-nuts/image-caption-generator 📦
[DEPRECATED] A Neural Network based generative model for captioning images using Tensorflow
Language: Jupyter Notebook - Size: 9.64 MB - Last synced at: 6 months ago - Pushed at: over 5 years ago - Stars: 148 - Forks: 57
fferroni/PhasedLSTM-Keras
Keras implementation of Phased LSTM [https://arxiv.org/abs/1610.09513]
Language: Python - Size: 355 KB - Last synced at: 13 days ago - Pushed at: about 5 years ago - Stars: 144 - Forks: 51
gunjannandy/stock-market-scraper
Scraps historical stock market data from Yahoo Finance (https://finance.yahoo.com/)
Language: Jupyter Notebook - Size: 35.7 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 141 - Forks: 34
ngarneau/understanding-pytorch-batching-lstm
Understanding and visualizing PyTorch Batching with LSTM
Language: Jupyter Notebook - Size: 479 KB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 139 - Forks: 23
fotisk07/Deep-Learning-Coursera
Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera
Language: Jupyter Notebook - Size: 87.4 MB - Last synced at: 6 months ago - Pushed at: over 6 years ago - Stars: 136 - Forks: 56
MurtyShikhar/Question-Answering
TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.
Language: Python - Size: 8.48 MB - Last synced at: 12 months ago - Pushed at: about 7 years ago - Stars: 134 - Forks: 69
sudharsan13296/Bitcoin-price-Prediction-using-LSTM
Bitcoin price Prediction ( Time Series ) using LSTM Recurrent neural network
Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: 23 days ago - Pushed at: over 5 years ago - Stars: 125 - Forks: 68
declare-lab/contextual-utterance-level-multimodal-sentiment-analysis
Context-Dependent Sentiment Analysis in User-Generated Videos
Language: Python - Size: 57.8 MB - Last synced at: 29 days ago - Pushed at: about 2 years ago - Stars: 124 - Forks: 41
CementMaker/cnn_lstm_for_text_classify
CNN, LSTM, NBOW, fasttext 中文文本分类
Language: Python - Size: 161 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 118 - Forks: 31
emirhanai/Cryptocurrency-Prediction-with-Artificial-Intelligence
First Version.. Cryptocurrency Prediction with Artificial Intelligence (Deep Learning via LSTM Neural Networks)- Emirhan BULUT
Language: Jupyter Notebook - Size: 534 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 117 - Forks: 57
rezacsedu/Deep-Learning-for-Clustering-in-Bioinformatics
Deep Learning-based Clustering Approaches for Bioinformatics
Language: Jupyter Notebook - Size: 5.42 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 117 - Forks: 31
gsurma/text_predictor
Char-level RNN LSTM text generator📄.
Language: Python - Size: 125 MB - Last synced at: about 3 hours ago - Pushed at: almost 4 years ago - Stars: 116 - Forks: 35
buomsoo-kim/PyTorch-learners-tutorial
PyTorch tutorial for learners
Language: Jupyter Notebook - Size: 49.8 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 115 - Forks: 36
hlamba28/Automatic-Image-Captioning
Generating Captions for images using Deep Learning
Language: Jupyter Notebook - Size: 252 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 112 - Forks: 80
thibo73800/deep-generation
I used in this project a reccurent neural network to generate c code based on a dataset of c files from the linux repository.
Language: C - Size: 36.7 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 109 - Forks: 64
RubensZimbres/Repo-2016
R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation
Language: Python - Size: 5 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 107 - Forks: 114
peace195/aspect-based-sentiment-analysis
Aspect Based Sentiment Analysis
Language: C++ - Size: 60.4 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 106 - Forks: 38
nishagandhi/DrowsyDriverDetection
This is a project implementing Computer Vision and Deep Learning concepts to detect drowsiness of a driver and sound an alarm if drowsy.
Language: Python - Size: 22.4 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 103 - Forks: 33
ktzsh/object-tracking
Multiple Object Tracking System in Keras + (Detection Network - YOLO)
Language: Python - Size: 81.1 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 95 - Forks: 35
chrisprasanna/Exercise_Recognition_AI
Developing a virtual personal fitness tracker and exercise activity recognition A.I. using computer vision and deep learning.
Language: Jupyter Notebook - Size: 154 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 94 - Forks: 15
ajitsingh98/Time-Series-Analysis-and-Forecasting-with-Python
Time Series Analysis and Forecasting in Python
Language: Jupyter Notebook - Size: 6.16 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 92 - Forks: 40
Alex0Blackwell/bias-monitor
A Chrome Extension that promotes politically diverse news reading with Artificial Intelligence!
Language: JavaScript - Size: 486 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 90 - Forks: 6
Niranjankumar-c/DeepLearning-PadhAI
All the code files related to the deep learning course from PadhAI
Language: Jupyter Notebook - Size: 3.61 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 90 - Forks: 121
MirunaPislar/Sarcasm-Detection
Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.
Language: Python - Size: 137 MB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 87 - Forks: 30
girishp92/Human-activity-recognition-using-Recurrent-Neural-Nets-RNN-LSTM-and-Tensorflow-on-Smartphones
This was my Master's project where i was involved using a dataset from Wireless Sensor Data Mining Lab (WISDM) to build a machine learning model to predict basic human activities using a smartphone accelerometer, Using Tensorflow framework, recurrent neural nets and multiple stacks of Long-short-term memory units(LSTM) for building a deep network. After the model was trained, it was saved and exported to an android application and the predictions were made using the model and the interface to speak out the results using text-to-speech API.
Language: Python - Size: 139 MB - Last synced at: 24 days ago - Pushed at: over 7 years ago - Stars: 85 - Forks: 37
ani8897/Human-Activity-Recognition
Classifying the physical activities performed by a user based on accelerometer and gyroscope sensor data collected by a smartphone in the user’s pocket. The activities to be classified are: Standing, Sitting, Stairsup, StairsDown, Walking and Cycling.
Language: Python - Size: 1.59 MB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 84 - Forks: 40
archd3sai/Predictive-Maintenance-of-Aircraft-Engine
In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbofan engine.
Language: Jupyter Notebook - Size: 23.1 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 80 - Forks: 33
Shreeshrii/tess5train-fonts
Files and Scripts to run Tesseract 5 LSTM Training using fonts
Language: HTML - Size: 82.8 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 80 - Forks: 21
uniquezhiyuan/ImagesSequencesPredictions
雷达回波外推，ConvLSTM，训练模型并外推。
Language: Python - Size: 8.15 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 79 - Forks: 30
mrosol/Nonlincausality
Python package for Granger causality test with nonlinear forecasting methods.
Language: Python - Size: 213 KB - Last synced at: 28 days ago - Pushed at: about 1 year ago - Stars: 78 - Forks: 15
ShashwatArghode/Wind-Energy-Prediction-using-LSTM
Time Series Analysis using LSTM for Wind Energy Prediction.
Language: Jupyter Notebook - Size: 7.58 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 78 - Forks: 36
Prakash2403/Chase
Automatic trading bot (WIP)
Language: Python - Size: 1.89 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 77 - Forks: 29
SheikhRabiul/A-Deep-Learning-Based-Illegal-Insider-Trading-Detection-and-Prediction-Technique-in-Stock-Market
Illegal insider trading of stocks is based on releasing non-public information (e.g., new product launch, quarterly financial report, acquisition or merger plan) before the information is made public. Detecting illegal insider trading is difficult due to the complex, nonlinear, and non-stationary nature of the stock market. In this work, we present an approach that detects and predicts illegal insider trading proactively from large heterogeneous sources of structured and unstructured data using a deep-learning based approach combined with discrete signal processing on the time series data. In addition, we use a tree-based approach that visualizes events and actions to aid analysts in their understanding of large amounts of unstructured data. Using existing data, we have discovered that our approach has a good success rate in detecting illegal insider trading patterns. My research paper (IEEE Big Data 2018) on this can be found here: https://arxiv.org/pdf/1807.00939.pdf
Language: Python - Size: 74.5 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 76 - Forks: 20
msahamed/yelp_comments_classification_nlp
Yelp round-10 review comments classification using deep learning (LSTM and CNN) and natural language processing.
Language: Jupyter Notebook - Size: 2.08 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 73 - Forks: 55
rezacsedu/Drug-Drug-Interaction-Prediction
Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network
Language: Jupyter Notebook - Size: 37.9 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 71 - Forks: 28
vuptran/deep-spell-checkr
Keras implementation of character-level sequence-to-sequence learning for spelling correction
Language: Python - Size: 98.4 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 69 - Forks: 22
Ricardicus/recurrent-neural-net
A recurrent (LSTM) neural network in C
Language: C - Size: 11.4 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 68 - Forks: 10
Nikhilkohli1/Stock-Prediction-Portfolio-Optimization
A Streamlit based application to predict future Stock Price and pipeline to let anyone train their own multiple Machine Learning models on multiple stocks to generate Buy/Sell signals. This is a WIP and I will keep on adding new ideas to this in future.
Language: Jupyter Notebook - Size: 25.3 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 68 - Forks: 33
sarthak268/Audio_Classification_using_LSTM
Classification of Urban Sound Audio Dataset using LSTM-based model.
Language: Python - Size: 1.61 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 67 - Forks: 18
Emekaborisama/textgen
Almost state of art text generation library
Language: Jupyter Notebook - Size: 203 KB - Last synced at: 24 days ago - Pushed at: 6 months ago - Stars: 66 - Forks: 8
fregu856/CS224n_project
Neural Image Captioning in TensorFlow.
Language: Jupyter Notebook - Size: 290 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 65 - Forks: 30
AI4Finance-Foundation/Quantifying-ESG-Alpha-using-Scholar-Big-Data-ICAIF-2020
Quantifying ESG Alpha using Scholar Big Data: An Automated Machine Learning Approach.
Language: Jupyter Notebook - Size: 6.83 MB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 64 - Forks: 21
mynkpl1998/Recurrent-Deep-Q-Learning
Solving POMDP using Recurrent networks
Language: Jupyter Notebook - Size: 46.1 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 62 - Forks: 26
Shobhit20/Image-Captioning
Image Captioning: Implementing the Neural Image Caption Generator with python
Language: Python - Size: 2.63 MB - Last synced at: 12 months ago - Pushed at: over 7 years ago - Stars: 62 - Forks: 36
petrosDemetrakopoulos/LSTM-radar-precipitation-forecast
A model for short-term precipitation forecasting based on radar data
Language: Jupyter Notebook - Size: 7.85 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 61 - Forks: 11
demmojo/lstm-electric-load-forecast
Electric load forecast using Long-Short-Term-Memory (LSTM) recurrent neural network
Language: Python - Size: 16.7 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 61 - Forks: 29
krishnakartik1/LSTM-footballMatchWinner
This repository contains the code for a conference paper "Predicting the football match winner using LSTM model of Recurrent Neural Networks" that we wrote
Language: Jupyter Notebook - Size: 954 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 60 - Forks: 25
lucko515/tesla-stocks-prediction
The implementation of LSTM in TensorFlow used for the stock prediction.
Language: Jupyter Notebook - Size: 607 KB - Last synced at: 28 days ago - Pushed at: over 5 years ago - Stars: 59 - Forks: 42
wikke/TimeSeriesPrediction 📦
Time Series Prediction, Stateful LSTM; 时间序列预测，洗发水销量/股票走势预测，有状态循环神经网络
Language: Jupyter Notebook - Size: 805 KB - Last synced at: about 2 months ago - Pushed at: over 7 years ago - Stars: 58 - Forks: 20
eliberis/parapred
Paratope Prediction using Deep Learning
Language: Python - Size: 8.03 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 57 - Forks: 15
0zgur0/multi-stage-convSTAR-network
[RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies
Language: Python - Size: 83.2 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 55 - Forks: 19
034adarsh/Stock-Price-Prediction-Using-LSTM
This project is about predicting stock prices with more accuracy using LSTM algorithm. For this project we have fetched real-time data from yfinance library.
Language: Jupyter Notebook - Size: 20.7 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 54 - Forks: 19
klaudia-nazarko/nlg-text-generation
This repository contains Natural Language Generation (NLG) models aimed on generating text of fairy tales (Markov Chain, LSTM neural network, GPT-2 Transformers).
Language: Jupyter Notebook - Size: 141 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 54 - Forks: 17
MuhammedBuyukkinaci/TensorFlow-Sentiment-Analysis-on-Amazon-Reviews-Data
Implementing different RNN models (LSTM,GRU) & Convolution models (Conv1D, Conv2D) on a subset of Amazon Reviews data with TensorFlow on Python 3. A sentiment analysis project.
Language: Python - Size: 60.5 MB - Last synced at: 10 days ago - Pushed at: over 5 years ago - Stars: 54 - Forks: 17
jiaxiang-cheng/PyTorch-LSTM-for-RUL-Prediction
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., & Gupta, C. (2017, June). Long short-term memory network for remaining useful life estimation.
Language: Python - Size: 11.4 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 52 - Forks: 14
Nazanin1369/stockPredictor
Predict stock movement with Machine Learning and Deep Learning algorithms
Language: Jupyter Notebook - Size: 12.1 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 51 - Forks: 28
abhiwalia15/AI-for-Finance-Stocks-real-time-analysis-
1. First we fetch data of stocks in realtime from nse India website, perform basis data visualizations using python to analyze the stock. 2. Then we use machine learning LSTM technique to predict the future stock price and at last create an interactive web-app using Streamlit in python.
Language: Jupyter Notebook - Size: 89 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 49 - Forks: 31
adelekuzmiakova/CS229-machine-learning-solar-energy-predictions
Predicting solar energy using machine learning (LSTM, PCA, boosting). This is our CS 229 project from autumn 2017. Report and poster are included.
Language: Python - Size: 922 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 48 - Forks: 12
marcotav/deep-learning
Projects include the application of transfer learning to build a convolutional neural network (CNN) that identifies the artist of a painting, the building of predictive models for Bitcoin price data using Long Short-Term Memory recurrent neural networks (LSTMs) and a tutorial explaining how to build two types of neural network using as input the MNIST dataset, namely, a CNN using Keras and a fully-connected network using TensorFlow.
Language: Jupyter Notebook - Size: 11.2 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 48 - Forks: 21
Veridax/privapi
Detect Sensitive REST API communication using Deep Neural Networks
Language: Python - Size: 18.9 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 47 - Forks: 13
KittenCN/predict_Lottery_ticket_pytorch
pytorch下基于transformer / LSTM模型的彩票预测
Language: Python - Size: 147 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 46 - Forks: 17
SilentFlame/Named-Entity-Recognition
Corpus and a baseline neural network system for Named Entity Recognition in Hindi-English Code-Mixed social media text.
Language: Python - Size: 29.2 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 45 - Forks: 16
FernandoLpz/Text-Generation-BiLSTM-PyTorch
In this repository you will find an end-to-end model for text generation by implementing a Bi-LSTM-LSTM based model with PyTorch's LSTMCells.
Language: Python - Size: 34 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 44 - Forks: 15
sauravraghuvanshi/Udacity-Computer-Vision-Nanodegree-Program
This repositary contain all my exercises and projects of Udacity Computer Vision Nanodegree Program
Language: Jupyter Notebook - Size: 580 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 43 - Forks: 18
Prakhar-FF13/Toxic-Comments-Classification
Predict the toxicity rating of comment made by the user.
Language: HTML - Size: 1.03 MB - Last synced at: 6 days ago - Pushed at: almost 6 years ago - Stars: 43 - Forks: 33
CaptainE/RNN-LSTM-in-numpy
Building a RNN and LSTM from scratch with NumPy.
Language: Jupyter Notebook - Size: 74.2 KB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 42 - Forks: 5
servomac/Human-Activity-Recognition
Use a LSTM network to predict human activities from sensor signals collected from a smartphone
Language: Python - Size: 18.6 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 42 - Forks: 25
paulorocosta/learning-2opt-drl
Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning
Language: Python - Size: 82.2 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 41 - Forks: 18
kunalBhashkar/seq2seq_chatbot_tensorflow
Deep Learning-based chatbot using Tensorflow
Language: Python - Size: 13.7 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 40 - Forks: 24
