ghellstern

awesome-quantum-machine-learning

Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web

CollabCoder

d2l-en

Dive into Deep Learning: an interactive deep learning book on Jupyter notebooks, using the NumPy interface.

dc-qiskit-qml

Quantum Machine Learning algorithms

deepcredit

How to predict credit dafaulting?

generative-ai-for-beginners

12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries.

ISLR-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

machine-learning

:earth_americas: machine learning algorithms tutorials (mainly in Python3)

ghellstern/CollabCoder

ghellstern/generative-ai-for-beginners

12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

ghellstern/computacao-quantica-aplicada-ao-mercado-financeiro

Repositório com Jupyter Notebooks sobre computação clássica e quântica aplicadas ao mercado financeiro em suporte ao artigo relacionado

ghellstern/DB_large-language-models

Notebooks for Large Language Models (LLMs) Specialization

ghellstern/deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

ghellstern/DHBW_LaTeX_Template

A LaTeX template for Project and Bachelor Thesis, DHBW Mannheim

ghellstern/ebadatabase

ghellstern/FinGPT

Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.

ghellstern/FinLLMs

ghellstern/kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

ghellstern/large-language-models

All notes and notebooks used while completing edX Databricks' Large Language Models Professional Certificate courses

ghellstern/Lockwo_openqaoa

Multi-backend SDK for quantum optimisation

ghellstern/OpenDS4All

OpenDS4All project, hosted by LF AI & Data

ghellstern/optimization

Algorithms for optimization tasks (operations research)

ghellstern/Python

All Algorithms implemented in Python

ghellstern/Q

My attempt at researching Quantum Mechanics & Quantum Computing when I was a junior.

ghellstern/qaoa-reference

ghellstern/qml-vqa-library

A curated list of recent textbooks, reviews, perspectives, and research papers related to quantum machine learning, variational quantum algorithms, tensor networks, and classical machine learning applications in quantum systems.

ghellstern/qnnEnsemble

In this repository we present the data and codes used in the article "Quantum neural network with ensemble learning to mitigate barren plateaus and cost function concentration". In this work we analyze how we can use the method known as ensemble learning to build a quantum neural network capable of mitigating the barren plateaus problem and the cos

ghellstern/quantum-algorithms-tutorials

Tutorials for Quantum Algorithms with Qiskit implementations.

ghellstern/Quantum-approximate-optimisation-algorithms-for-real-world-scenarios---Strangeworks

Womanium Quantum Hackathon 2022

ghellstern/quantum-machine-learning-finance-cases

Repository to compile real-world gate-based quantum machine learning use cases in the finance sector.

ghellstern/QuantumVal--WomaniumHack2022

ghellstern/QuASK

Quantum Advantage Seeker with kernel

ghellstern/Roadmap-to-QML

This repository will contain the major papers, books and blog posts on QML

ghellstern/SLR_Quantum_Machine_Learning

ghellstern/Solving-Combinatorial-Optimisation-Problems-Using-Quantum-Algorithms

Application of Variational Quantum Eigensolver (VQE) and Quantum Approximate Optimisation Algorithm (QAOA) to the Travelling Salesman Problem (TSP) and the Quadratic Assignment Problem (QAP) using Qiskit on IBM's quantum devices.

ghellstern/Study_of_new_designs_in_quantum_neural_networks

ghellstern/tensorflow-deep-learning

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

ghellstern/Verba

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