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A 120-day CUDA learning plan covering daily concepts, exercises, pitfalls, and references (including “Programming Massively Parallel Processors”). Features six capstone projects to solidify GPU par…

Shell 475 45 Updated Feb 4, 2025

Hands-on Reinforcement Learning with PyTorch, published by [Packt]

Jupyter Notebook 51 31 Updated Jan 20, 2021

Exercises of the book: Advances in Financial Machine Learning by Marcos Lopez de Prado

Jupyter Notebook 206 80 Updated Jun 11, 2021

Learn System Design concepts and prepare for interviews using free resources.

Java 20,528 4,910 Updated Feb 4, 2025

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

HTML 9,295 1,451 Updated Apr 15, 2023

A curated collection of free Machine Learning related eBooks

319 135 Updated Apr 9, 2018

A resource for anyone interested in understanding and unlocking the potential of zk-SNARKs, from beginners to experts.

TeX 559 90 Updated Oct 8, 2024

Machine Learning in Finance: From Theory to Practice Book

Jupyter Notebook 1,901 515 Updated Jun 13, 2020
Jupyter Notebook 2,728 574 Updated Feb 10, 2025

Python & Matlab code for the figures from the book "Learning Theory from First Principles" by Francis Bach

Jupyter Notebook 81 11 Updated Mar 15, 2024

A Compiler Writing Journey

C 11,404 1,069 Updated Jul 30, 2024

These files are developed by quantsdynamics team. You can use them for education as well as your work implementation freely.

Jupyter Notebook 6 5 Updated Dec 22, 2024
Jupyter Notebook 2 1 Updated Dec 21, 2024

Samples for CUDA Developers which demonstrates features in CUDA Toolkit

C 6,871 1,926 Updated Jul 26, 2024

Guide and scripts for installing cl.exe on Windows

5 Updated Aug 6, 2022

Book in Progress

C 330 17 Updated Dec 27, 2024

A comprehensive collection of cheatsheets for reverse engineering, binary analysis, and assembly programming tools. This repository serves as a one-stop reference for security researchers, reverse …

HTML 452 55 Updated Jan 4, 2025

Low-Level Programming Roadmap and Resources

919 56 Updated Dec 21, 2024

Solution Manual for Roman Vershynin's High-Dimensional Probability

TeX 18 Updated Jul 26, 2024

Quantitative analysis, strategies and backtests

Jupyter Notebook 2,396 502 Updated Aug 26, 2023

Mastering the Lightning Network (LN)

AsciiDoc 2,843 649 Updated Aug 9, 2024

Open souce quantitative finance models and algorithms with tutorials

Jupyter Notebook 29 9 Updated Apr 8, 2021

A series of interactive labs we prepared for the Chartered Financial Data Scientist Certification. The content of the series is based on Python, IPython Notebook, and PyTorch.

Jupyter Notebook 205 43 Updated Jul 25, 2024

Estimators and analysis for extreme value theory (EVT)

Jupyter Notebook 16 3 Updated May 30, 2021

Codes to complement YouTube videos and blog posts on Medium.

Jupyter Notebook 548 294 Updated Feb 8, 2025

for Data Science class on Coursera

486 139 Updated Nov 26, 2019

Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems

Jupyter Notebook 102 17 Updated Jan 28, 2025
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