nimaprgrmr Goto Github PK

backup

Backup my files

black-dashboard-django-master

credit_debit_prediction

Predicting from Codected input variable, debit and credit values using GuassianRegressor and RandomForestRegressor

dashboard_analysis

Creating a dashbord with dash library for analysing sales of some branches of a brand

data_analyse_with_pandas

analysing the differents parameters of digital products store data set in usa and improving this buisness.

dataframe_restfullapi

In this repository i try to recive json format and convert it into dataframe, then do a lot changes on it, and return an update dataframe in json format. All these process happened in Django framewrok. Hope it will be usefull for you.

decisiontree-randomforest

django_restfullapi

A simple Django Restful api which expain 4 methods (GET, POST ,PUT, DELETE)

dotnet_last

this project isn't compeleted and isn't for use, just uploaded it to keep it in web

dynamic_pricing

in this project we will inplement amazing dynamic pricing system on taxi applications based on most affected columns and improve incoming using this system, for end we implement machine learning algorithm for predict cost of travel very well

find-keywords-form-text-using

This a python program that extract key words from sentences

gan-s

i tried to create Generative adversarial network with Tensorflow and CNN‌ layers, i tried to show the process of how you can use Generator and Discriminator and train model for generate new images, all these steps happened on 'Mnist' dataset.

hierarchical_clustering

unsupervise learning

image-segmentation

i try to implement transformers image segmentation with "facebook/mask2former" pre trained model and implemet differente types of it

intruduction_powerbi

in this repository i try to create a power bi dashboard, and in it do some calculate measures, create data modeling, create new tables based on previous tables, create some data visualization and create tool tips, create custom theme and ...

k-means_clustering

this is an unsupervise learning

k-nearest-neighbors

langchain-chatbot

in this reporsitoy i use langchain, openai framwork too train my chatbot with my txt file knowledge, for impelemnt this project you most install langchain and openai in terminal python

linear_regression

in this file i predict house prices with linear regression algorithms with python

logistic_regression_classification

supervised data science algorithms with python

object-detection-transformers

i use a pre trained model in transformers for detecting objects in image and show them with matplotlib too see how accurate is this model

ocr_persian

this system take a photo and do a lot preprocessing steps and then pass it to pytesseract model and you can see the texts extracted from image.

opp

This project focused on Optimizing production process and i try to simulate a production environment and assign works to workers based on tasks dependency and worker skills to reach the best hierarchy of workers order to reach minimum time required for producting x products.

opp2

This is the update verison of optimizing production process with python.

persian-speech-to-text

persian_question_answering

speech2text

polls_django_application

I‌ made a django application based on the documentation of django, and try to set some commands to clarify what's happening in there, commented simple versions of views and templates to keep scripts. upload here just as a refrence code for creating much more complex and real word applications.

predict_future_items_sales

Make a prediction of how many items will sale in each specific category and create a dashboard for it.

predicting-birds-image-class-using-cnn-layers-with-pytorch

this is a jupyter file of how you can make ready data and pass it to model and predicting birds blood

prediction-avast-dataset-labels

I do some preprocessing in this NLP project and then create models for predicting label for text avast inputs