Algorithm Libraries

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Algorithm Libraries

Amazon SageMaker Local Mode Examples

This repository contains examples and related resources showing you how to preprocess, train, debug your training script with breakpoints, and serve on your local machine using Amazon SageMaker Local…

Data Science & Machine Learning projects and tutorials in python from beginner to advanced level.

A curated List of Coding Questions Asked in FAANG Interviews

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autonomous-driving-turtlebot-with-reinforcement-learning

Implementation of Q-learning algorithm and Feedback control for the mobile robot (turtlebot3_burger) in ROS.

Welcome to Machine Learning: Zero to Hero: From the fundamentals of machine learning to advanced techniques like regressions, classification, clustering, Neural Networks, OpenCV, Recommendation Engines and more, this Python-based repository provides a comprehensive guide for mastering ML.

This project was originally initiated under the influence of Google Developer Student Clubs and Microsoft Learn Student Ambassadors - SSUET campus to teach more and more students about technology. Ov…

Programmer & Developer Cook-Book | Covers Programming Languages, Databases, Linux Commands and more.

======================= Programmer & Developer Cook-Book | Covers Programming Languages, Databases, Linux Commands and more. Aggregate API Calls | API Mesh Interactive JavaScript Diagrams for the…

This repository contains codes for various data structures and algorithms in C, C++, Java, Python, C#, Go, JavaScript, PHP, Kotlin and Scala

Computer Vision Essentials in Python Programming Language :tada:

Computer vision is an interdisciplinary scientific field that deals with how computers can gain high-level understanding from digital images or videos. From the perspective of engineering, it seeks t…

Computer Vision Essentials in Python Programming Language :tada:

Machine_Learning_Algorithms_from_Scratch

This repository explores the variety of techniques and algorithms commonly used in machine learning and the implementation in MATLAB and PYTHON.

This repository explores the variety of techniques anf alorithm commonly used in machine learning and the implementation in MATLAB and PYTHON. Alogrithm used are : Extract the ZIP and open it. Unfort…

A trading bot for automated algorithmic trading on Binance Futures, Bybit, BitMEX and FTX written in python.

The Github repository features a trading system designed for automated algorithmic trading on Binance Futures, Bybit, BitMEX and FTX. This trading system aims to offer an easy-to-use platform for use…

Up to 10x faster string search, split, sort, and shuffle for long strings and multi-gigabyte files in Python and C, leveraging SIMD with just a few lines of Arm Neon and x86 AVX2 & AVX-512 intrinsics 🦖

StringZilla is the Godzilla of string libraries, splitting, sorting, and shuffling large textual datasets faster than you can say "Tokyo Tower" 😅 StringZilla is built on a very simple heuristic: If t…

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

Recent released features Features released before 2021 are not listed here. Qlib is an open-source, AI-oriented quantitative investment platform that aims to realize the potential, empower research, …

MachineLearning-DeepLearning-Code-for-my-YouTube-Channel

The full collection of all codes for my Youtube Channel segregated as per topic.

Clustering methods in Machine Learning includes both theory and python code of each algorithm. Algorithms include K Mean, K Mode, Hierarchical, DB Scan and Gaussian Mixture Model GMM. Interview questions on clustering are also added in the end.

This repository belongs to the youtube videos "What are Genetic Algorithms" (https://youtu.be/uQj5UNhCPuo) and "Genetic Algorithm from Scratch in Python" (https://youtu.be/nhT56blfRpE). If you haven't seen it, please consider watching part one of this series, to get a better understanding of this code.

This repository contains the codebase I used to do the comparison between the stupid brute-force attempt to solve the Knapsack problem and the implementation of the genetic algorithms. Inside of algo…

All content related to machine learning from my blog

A collection of blog articles and code related to machine learning that I've curated.

This is my github repository where I post trading strategies, tutorials and research on quantitative finance with R, C++ and Python. Some of the topics explored include: machine learning, high frequency trading, NLP, technical analysis and more. Hope you enjoy it!

Hi everyone! This is my respository where I store all my code and research within Quantitative Finance with the programming languages: C++, R and Python. Some of the things you can find here are trad…

$discrete-math-python-scripts$

Python code snippets from Discrete Mathematics for Computer Science specialization at Coursera

Why are some arguments convincing while others are not? What makes an argument convincing? How can you establish your argument in such a way that no room for doubt is left? How can mathematical think…

AI ChatBot using Python Tensorflow and Natural Language Processing (NLP) along side TFLearn

AI ChatBot using Python Tensorflow and Natural Language Processing (NLP) along side TFLearn Hey Guys!! Want to Learn about ChatBots? So the Solution is Here. It's a very Informative Session that disc…

Bringing all Data Structures and Algorithms under one Roof ⚡

The goal of this project is to have in a single place for all possible algorithms and data structures - in multiple languages. We aim to achieve this collaboratively, so feel free to contribute in an…

python implementation of the paper: "Efficient Image Dehazing with Boundary Constraint and Contextual Regularization"

python implementation of the paper: "Efficient Image Dehazing with Boundary Constraint and Contextual Regularization" 1.numpy==1.19.0 2.opencv-python 3.scipy This code is an implementation of the pap…

Interactive code for image similarity using SIFT algorithm

This repo provides a working interactive code to use SIFT algorithm for image similarity. I have also presented some of the results. Check them out and let me know if you need something more. Anyone …

Reviewing some online CS courses I took

DISCLAIMER: These are my subjective personal opinions! Make your own judgment. Also, I will talk a lot about my feelings! You are warned. Originally written June 2020 Updated September 2020 (Game The…

Machine-Learning-A-Z-hands-on-Python-And-R-in-data-Science

Repository For Codes And Concept Taught in Udemy Course

Repository For Codes And Concept Taught in Udemy Course Files available for redistribution and download only for educational purposes.

This github repository of "Machine Learning and Data Science Blueprints for Finance". Please star.

Use any of the following services. On Linux, unless you know what you are doing, you should use your system's packaging system. For example, on Debian or Ubuntu, type: Installing Anaconda, should ins…

⚡ Open Source Algorithmic Trading Bot for Python.

. . . . . This project implements the basic functionality required to engage in algorithmic trading. It can be regarded as a starting point for more complex trading bots. Make sure you have pip insta…

Algorithms And DataStructure Implemented In Python, Java & CPP, Give a Star 🌟If it helps you

Data structures & algorithms are an essential part of programming. They both fall under the fundamentals of computer science. Understanding these gives us the advantage of writing better and mor…

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