Go from no deep learning knowledge to implementing GPT.

List of references and online resources related to data science, machine learning and deep learning.

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Distribute and run LLMs with a single file.

Inference Llama 2 in one file of pure C

Puck is a high-performance ANN search engine

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

The SEDA Project. This is my PhD thesis work from 2001.

A multithreaded execution framework inspired by Apache Cassandra’s concurrent execution model

Simple application proto with HTML client, WebSockets communication, and Java server side application. Server handles incoming messages in serialized fashion and broadcasts results.

纯Swift编写的仿“随遇”App

DeckRocket turns your iPhone into a remote for Deckset presentations

First Practical and General-purpose Range Filter

Code snippets from the Streaming Systems book (streamingbook.net).

Mirror of the Xapian repository. You're welcome to open pull requests on github (they'll just get merged indirectly).

Sample project to demonstrate Tesseract OCR

Tesseract Open Source OCR Engine (main repository)

Themis provides cross-row/cross-table transaction on HBase based on google's percolator.

Haeinsa is linearly scalable multi-row, multi-table transaction library for HBase

Write-Optimized and High-Performance Hashing Index Scheme for Persistent Memory (OSDI 2018, TOS 2019)

HTTP proxy with REST API to interact with Google Cloud Storage Buckets

RobinHood the first tail latency-aware caching system

A flexible database focused on performance and scalability

TaoD is a naive implementation of Facebook's TAO API for its social graph.

A low-latency, cloud-native KVS

A flexible database focused on performance and scalability

Zipline, a Pythonic Algorithmic Trading Library

LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.

A library that provides an embeddable, persistent key-value store for fast storage.