Srinivas Kowtal's starred repositories

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

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aho

A git implementation in awk

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coreutils

Cross-platform Rust rewrite of the GNU coreutils

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promptoftheyear

In the evolving world of Large Language Models (LLMs), crafting effective prompts has become an essential skill. That's why I've created this collection, showcasing the most impactful prompts of the year across various intriguing domains. 🌐

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abrash-black-book

Markdown source for Michael Abrash's Graphics Programming Black Book

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chisel

Chisel: A Modern Hardware Design Language

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qsv

CSVs sliced, diced & analyzed.

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Modern-Computer-Architecture-and-Organization

Modern Computer Architecture and Organization, published by Packt

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pathway

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

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tinyzero

Easily train AlphaZero-like agents on any environment you want!

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mimalloc

mimalloc is a compact general purpose allocator with excellent performance.

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flush_flush

This repository contains examples of Flush+Flush cache attacks

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croc

Easily and securely send things from one computer to another :crocodile: :package:

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ML-Papers-Explained

Explanation to key concepts in ML

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NYU-DLSP21

NYU Deep Learning Spring 2021

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cache-seminar-paper

Seminar paper about hardware caches and how to use them effectively

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hyperfine

A command-line benchmarking tool

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gooda

pmu event analysis package

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oneDNN

oneAPI Deep Neural Network Library (oneDNN)

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AMX-Guide

Advanced Matrix Extensions (AMX) Guide

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ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

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Data-Science-For-Beginners

10 Weeks, 20 Lessons, Data Science for All!

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machine-learning-specialization-andrew-ng

A collection of notes and implementations of machine learning algorithms from Andrew Ng's machine learning specialization.

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cpplinks

A categorized list of C++ resources.

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perf-ninja

This is an online course where you can learn and master the skill of low-level performance analysis and tuning.

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perf-book

The book "Performance Analysis and Tuning on Modern CPU"

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ibench

Measure instruction latency and throughput

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unicorn

Unicorn CPU emulator framework (ARM, AArch64, M68K, Mips, Sparc, PowerPC, RiscV, S390x, X86)

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core-to-core-latency

Measures the latency between CPU cores

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