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aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

air_cargo

This project includes the classes and functions needed to solve deterministic logistics planning problems for an Air Cargo transport system using a planning search agent.

aos-project

arbore

Friend-to-friend filesharing app to save the world from dystopia

argobots

arxiv-coauthorship-graph

chatscript

Natural Language tool/dialog manager

codechef

complex-word-tagging

This project uses machine learning to detect complex words and give hyperlinks to their meanings in a docx file, from a given ".txt" file.

dog-project

This is a Dog Breed Classifier which utilises a CNNs architecture. This was done in partial completion of Udacity AI Nanodegree with Computer Vision Specialisation.

generative-temporal-models-with-spatial-memory

hidden_markov_models

This is a Sign Language Recogniser which recognises words performed in American Sign Language using Hidden Markov Models and machine learning.

isolation_agent

In this project, I developed an adversarial search agent to play the game "Isolation". It also contains my review of "How to advance general game playing artificial intelligence by player modelling" research paper which can be found at https://arxiv.org/pdf/1606.00401.pdf.

jde_tasks

This repository contains the solutions to challenge tasks given by JDE Robot for GSoC 2020. It's an implementation of the Game of Life. Description of this game can be found here https://en.wikipedia.org/wiki/Conway%27s_Game_of_Life.

keypoint_detection

In this project, I have combined my knowledge of computer vision techniques and deep learning to build an end-to-end facial keypoint recognition system. Facial keypoints include points around the eyes, nose, and mouth on any face and are used in many applications, from facial tracking to emotion recognition.

magenta-demos

Demonstrations of Magenta Models

map-matching

Geospatial Vision and Visualization Project

nalu

Basic pytorch implementation of NAC/NALU from Neural Arithmetic Logic Units paper by trask et.al

noreward-rl

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

pennylane

PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.

pysyft

A Library for Private, Secure, Multi-Owner Deep Learning - Currently Pre Alpha

python-project

We aimed to create a script which when executed upon a python file or multiple files will be able to perform a number of operations making the work of developers easy.

qc-translate-qosf

This is a quantum circuit compiler and optimizer which converts any given Cirq circuit made up of the basic gates: I, S, H, X, Y, Z, RX, RY, RZ, CNOT, CZ into a combination of our fundamental gates: RX, RZ, and CZ. It also optimizes to reduce the overhead generated after compilation, for example: --RX(pi/2)-RX(pi/2)-- will be converted to --RX(pi)--.

qiskit-terra

Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and algorithms.

qmlhep_tasks

This repository contains the tasks given by CERN's High Energy Physics Software Foundation for "Implementation of Quantum Machine Learning to Perform High Energy Physics Analysis at the LHC" project in Google Summer of Code 2020

rl-cartpole

A PyTorch implementation of a DQN agent to solve CartPole-V0 task from OpenAI Gym.

sdku-dfs

Sudoku solver using depth first search in python

shogun

The Shogun Machine Learning Toolbox (Source Code)

siamese_few_shot

Implementing Siamese networks with a contrastive loss for similarity learning

sonic_contest

Source code for OpenAI Retro Contest for Sonic the Hedgehog