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algo-implementations

Implementations I use for Competitive Programming

c-plus-plus

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

chess-alpha-zero

Chess reinforcement learning by AlphaGo Zero methods.

cse-iit-patna

One stop repository for all the course content involved in Computer Science Degree @ IIT Patna

deep-reinforcement-learning-cartpole

Deep Reinforcement Learning with CartPole in Pytorch

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

dqn_-brthor

Repository for DQN code from brthor video: https://www.youtube.com/watch?v=NP8pXZdU-5U. I have no idea if he based his code in someone else which he does not credit in his video, but my source is his video.

drone-net

https://towardsdatascience.com/tutorial-build-an-object-detection-system-using-yolo-9a930513643a

e-graphsage-on-bot-iot-dataset

get-started-nwoc20

Instructions on how to get started with NWoC :)

life-long-learner

Personal Notes About Everything.

mars_new_tools

Created a new tool for MARS (MIPS Converter) and extended 1 (Cache Simulator)

minigo

An open-source implementation of the AlphaGoZero algorithm

multi-agent-deep-q-network-with-stochastic-prioritized-replay

network-intrusion-detection-using-gnns-and-xai

part-of-speech-tagging-using-hidden-markov-model-and-rnns

real-time-object-detection-using-uavs

real-time-web-chat-app-with-chatgpt-bot

socket-programming

spaceshooter

:video_game: The classic retro game recreated using Pygame and python

stock-prediction-using-lstm

I will be considering the google stocks data and will create a LSTM network for prediction.

tic-tac-toe-using-q-learning-and-minimax