lstm-neural-network

This repo contains backtesting scripts for various models(mainly LSTM) using different type of datasets to predict bitcoin price.  Upto 98.7% accuracy, but let me tell you it’s not enough to generate profits on a regular basis ;)

bitcoin backtesting price-prediction lstm-neural-network

Updated Dec 15, 2019
Python

0zgur0 / STAckable-Recurrent-network

Star

[PAMI 2021] Gating Revisited: Deep Multi-layer RNNs That Can Be Trained

deep-learning lstm gru rnn rnn-tensorflow lstm-neural-network gru-neural-networks pami-2021

Updated Dec 3, 2021
Python

lear-ner97 / Transformer-LSTM-DAF

Star

This is the official implementation of our research paper "One-day-ahead electricity load forecasting of non-residential buildings using a modified Transformer-BiLSTM adversarial domain adaptation forecaster"

transformer cnn-model energy-consumption domain-adaptation lstm-neural-network time-series-forecasting pytorch-implementation

Updated Sep 6, 2025
Python

iSiddharth20 / Generative-AI-Based-Spatio-Temporal-Fusion

Sponsor

Star

A Novel Approach leveraging Auto-Encoders, LSTM Networks and Maximum Entropy Principle for Video Super-Resolution (Upscaling and Frame Interpolation)

autoencoder collaborate maximum-entropy-regularization spatio-temporal-modeling lstm-neural-network frame-interpolation video-super-resolution lstm-autoencoder maxent-models generative-ai spatio-temporal-fusion

Updated Oct 30, 2025
Python

thomasvrussell / snail

Star

SuperNova Artificial Inference by Lstm neural networks (SNAIL)

supernovae time-series-analysis spectrosopy lstm-neural-network

Updated May 3, 2025
Python

amycardoso / retrieval-based-chatbot

Star

Analysis Of The Context Size Impact In Deep Learning Conversational Systems

deep-learning chatbot context lstm-model conversational lstm-neural-network retrieval-chatbot ubuntu-dialogue-corpus

Updated Nov 2, 2022
Python

takp / stock-price-predictor

Star

🤖 Predicting the stock price using LSTM (Deep Learning)

machine-learning neural-network stock lstm neural-networks stock-price-prediction lstm-neural-networks lstm-neural-network

Updated Nov 24, 2018
Python

shwan1023 / DTW-LSTM

Star

A fast, effective and accurate algorithm for univariate time series forecasting

lstm-neural-network time-series-forecasting

Updated Jun 2, 2024
Python

IamAdiSri / auth-id

Star

A hierarchical bi-LSTM model trained to identify the author of a given email (SMAI@IIIT-H 2017)

nlp python2 nlp-machine-learning lstm-neural-network

Updated Nov 26, 2017
Python

kochlisGit / LSTM-Stock-Predictions

Star

Prediction of Stock price using Recurrent Neural Network (RNN) models. Contains GRU, LSTM, Bidirection LSTM & LSTM combinations with GRU units. The models were deveoped using the keras module from Tensorlfow.

python google tesla keras recurrent-neural-networks dataset lstm gru rnn prediction-model stock-price lstm-neural-network tensorflow2 rnn-models prediction-algorithms stocks-prediction rnn-architectures

Updated Mar 17, 2022
Python

michaeljneely / sparse-attention-explanation

Star

Analysis of 'Attention is not Explanation' performed for the University of Amsterdam's Fairness, Accountability, Confidentiality and Transparency in AI Course Assignment, January 2020