palash09,Palash Sharma,github

ai_chess

This is a javascript based AI incorporated chess game.

ai_vs_human_connect-4

This repository consists of a GUI based connect-4 game which will have a AI (implemented using minimax algorithm) playing against a human player.

animals_classification_streamlit

This web application is built to classify animals using convolutional neural networks with a user internface built using streamlit.

bike_share_analysis_visualization

It is analysis of geospatial bike sharing data with the help of folium and pandas.

cartpole_game_reinforcement_learning

Reinforcement Learning example using cartpole environment of the OpenAI Gym library in python.

clustering_arxiv_research_papers

In this project I have used information retrieval concept to extract relevant information from research papers available on Arxiv. Furthermore, these research papers were clustered with the help of abstract of each paper

django_todo_app

This is a To-Do list app built using Django

django_weather_info_app

This app helps us to know the weather of cities across the world through the open weather map api.

eye_controlled_mouse

In this python script I am trying to control the mouse with the help of my eyes. It is implemented with the help of computer vision.

fake_news_detector

This python script detects fake news with the help of passive aggressive classifier.

gui_connect-4_game

This repository consists of two player GUI based Connect-4 game which is built using pygame library of python.

info_viz_project_fall_2022

This repository contains files about the Information Visualization Project for Fall 2022 at University of Pittsburgh.

inshorts_news_sentiment_analysis

In this repository I have scraped data from web and then pre-processed the data to perform sentiment analysis.

introduction_data_visualization_with_seaborn

In this project we will learn the basics of Data visualization using Seaborn, an inbuilt library in python for data visualization.

machine_learning_enabled_firewall

This is project consists of python script used to build a firewall which has the ability to differentiate between good and bad queries.

machine_learning_powered_asteroids_game

This is the famous asteroids and spaceship game built using HTML and JavaScript, where Machine Learning gives it a unique touch.

motiondetector

This is a Motion Detector implemented using openCV and it uses webcam for detection purposes.

ocr_python

This is an optical character reader built using python and one of the api which helps in reading the text from the image.

plummeting_price_alerter

This is a python script which alerts the user through mail and notification when the price of their specified product is reduced to desired price from actual price.

predicting_price_bitcoin_lstm

This repository consists of python code for predicting the prices of Bitcoin by using LSTM which is built using tensorflow library.

predicting_world-s_best_fifa_football_xi

In this project I have prepared a model for predicting the best lineup on the basis of their ratings using pandas and numpy.

singer_recommender_system

This recommendation model helps in recommending singers based on the preferences of the users.

speech_emotion_recognizer

Here I have built a speech emotion recognizer which is basically trained to detect the emotion expressed in different voices.

spotify_playlist_like_predictor

In this project, machine learning models are used for predicting whether a user will like a spotify playlist based on the playlists liked by the user.

streamlit_interactive_prediction_results

This repository consists of code for visualizing the results of classification models through streamlit which helps in building an web application for such tasks.

sudoku_gui_game_backtracking

I have built a GUI based Sudoku Game which uses backtracking algorithm for finding the correct solutions for each box.

tabla_beats_player

This application can play tabla beats with interesting UI. It is built with html, css and javascript.

text_prediction_using_recurrent_neuralnetwork

I have implemented Recurrent Neural Networks using Keras for predicting text.

tracking_nanopropellers_computervision

In this repository, I have included the code for tracking magnetic nanopropellers which was implemented through computer vision.

traffic_sign_classification

In this project, I have performed classification of different traffic signs with the help of convolutional neural networks.

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