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pygameoflife

Conway's Game of Life using python's matplotlib and numpy

pyswarms

A research toolkit for particle swarm optimization in Python

python

:snake: Python Programs

pythonml

Artificial neural network classes and tools in Python and TensorFlow.

pytorch-deep-image-steganography

A PyTorch implementation of image steganography utilizing deep convolutional neural networks

recursivememnet

Memory Augmented Recursive Neural Networks

rnn-models-for-time-series-prediction

Implementation of different RNN architectures for Time Series Prediction for Currency Markets

rnn_names

scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman) 遗传、粒子群、模拟退火、蚁群算法等

script-price-forecast-v3.0

Day-ahead price prediction using Keras model

short-term-forecasting

Short-term forecasting of electricity generation, demand and prices using machine learning [WIP]

signature-verification-using-deep-learning

Using SigComp'11 dataset for signature verification

sound-sample-classifier-ai

stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

stock-price-prediction

Stock price prediction using LSTM and 1D Convoltional Layer implemented in keras with TF backend on daily closing price of S&P 500 data from Jan 2000 to Aug 2016

stock-price-prediction-1

Stock Price Prediction of any Organizations using SVR

stock-price-predictor

An attempt at using sci-kit learn to predict stock prices.

stocks

Programs for stock prediction and evaluation

support-tickets-classification

This case study shows how to create a model for text analysis and classification and deploy it as a web service in Azure cloud in order to automatically classify support tickets. This project is a proof of concept made by Microsoft (Commercial Software Engineering team) in collaboration with Endava http://endava.com/en

support-tickets-topic-classification

Support Tickets Classification According to their Departments(ML and DL )

talos

Hyperparameter Optimization for TensorFlow, Keras and PyTorch

tennis_match_prediction

Research on calculating win probability and serve performance in tennis matches.

text-classification-pytorch

Text classification using deep learning models in Pytorch

ticket-classification

Classification of IT support tickets using LSTM

time-series-forecasting-rnn-tensorflow

Time series forecasting

topical_language_generation

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

turkey-electricity-day-ahead-price-forecasting

Turkey electricity day-ahead price forecasting

wrangle

A data transformation package for deep learning with Autonomio, Keras and TensorFlow.