from-scratch

There are 7 repositories under from-scratch topic.

LLMs-from-scratch
rasbt / LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
chatgpt gpt large-language-models llm python pytorch ai artificial-intelligence language-model transformer deep-learning machine-learning from-scratch
Language:Jupyter Notebook 71045
renderer
zauonlok / renderer
A shader-based software renderer written from scratch in C89
c 3d 3d-graphics graphics graphics-programming rendering software-rendering cross-platform from-scratch pbr ibl shaders
Language:C 2652
keyvank / femtoGPT
Pure Rust implementation of a minimal Generative Pretrained Transformer
gpt machine-learning neural-network llm from-scratch rust gpu opencl
Language:Rust 914
szq0214 / DSOD
DSOD: Learning Deeply Supervised Object Detectors from Scratch. In ICCV 2017.
from-scratch object-detection
Language:Python 709
PhilippRados / wrecc
A x86_64 C99 compiler written in Rust from scratch
c compiler from-scratch rust codegen
Language:Rust 439
kasvith / kache
A simple in memory cache written using go
go inmemory-db from-scratch tcp database nosql-database nosql golang resp sockets socket-programming cache cache-storage kache kache-cli flexible redis
Language:Go 350
Nils-TUD / Escape
Escape is a UNIX-like microkernel operating system that runs on x86, x86_64, ECO32 and MMIX.
microkernel operating-system unix-like from-scratch
Language:C++ 199
KernelFreeze / Litecraft
Open source, clean room implementation of Minecraft Client
client minecraft rust fast lite from-scratch
Language:Rust 140
michal-z / eneida
Experimental demoscene project using C99 and Direct3D 12. Fully standalone with custom windows, and d3d12 headers. No Windows SDK, libc or Visual Studio dependency. C and HLSL compilers included.
c from-scratch no-dependencies graphics proceduralgeneration direct3d12
Language:C++ 140
zeyadusf / LLMs-from-Scratch
Build a Large Language Model (From Scratch) book and Finetuned Models
advanced-neural-network attention-mechanism bert book classification coding deberta deep-learning fine-tuning flan-t5 from-scratch gpt2 llm llms-book nlp pretrained-models roberta summarization transformer
Language:Jupyter Notebook 138
keyvank / tsp
The Super Programmer
book engineering from-scratch tutorial
Language:Python 133
eduardoleao052 / Autograd-from-scratch
Documented and Unit Tested educational Deep Learning framework with Autograd from scratch.
autograd deep-learning automatic-differentiation from-scratch
Language:Python 120
admtrv / objcurses
ncurses 3d object viewer
3d-engine 3d-graphics ascii ascii-graphics ascii-rendering c-cpp command-line command-line-tool cplusplus cplusplus-20 cpp educational-project from-scratch learning-project rendering rendering-3d-graphics rendering-engine retro-programming terminal wavefront-obj
Language:C++ 116
omaraflak / Medium-Python-Neural-Network
This code is part of my post on Medium.
neural-network from-scratch machine-learning backpropagation medium-article medium
Language:Python 113
OceanPresentChao / llm-ReAct
从零搭建Agent框架(Build LLM ReAct Agent from scratch)
agent llm openai-api typescript tutorial from-scratch
Language:TypeScript 93
mkirchner / stutter
Implement a Lisp, in C, from scratch, no libs
lisp c make-a-lisp parser lexer ast from-scratch
Language:C 83
OceanPresentChao / llm-corpus
从零搭建大模型知识库(Build LLM RAG Corpus from scratch)
corpus llm python vector-database from-scratch
Language:Python 76
paolorechia / steeldb
A simple database built from scratch in Rust
database from-scratch rust
Language:Rust 74
Hyper5phere / simple-c-compiler
Simple C Compiler written in Python
python lexer parser code-generator semantic-analyzer compiler from-scratch interpreter blog
Language:Python 66
knights_province
Kromster80 / knights_province
Knights Province missions and wiki.
delphi rts game strategy strategy-game indie opengl from-scratch delphi-game
Language:Batchfile 61
michal-z / zig-d3d12-starter
Simple game written from scratch in Zig
directx12 from-scratch gamedev ziglang game graphics-programming 0-dependencies
Language:Zig 59
react-theming / create-material-ui-app
create-react-app + storybook + storybook-addon-material-ui
create-react-app material-ui material-ui-next storybook addon boilerplate boilerplate-template quickstart development plugin from-scratch themes theme-development theming react javascript frontend
Language:JavaScript 55
ictxiangxin / paradox
Deep-Learning framework from scratch
deep-learning machine-learning autograd symbolic-computation from-scratch
Language:Python 47
madureira / wolfenstein
:suspect: A javascript implementation of the game Wolfenstein 3D from id Software.
javascript game raycasting from-scratch no-libraries
Language:JavaScript 47
daviddwlee84 / MachineLearningPractice
Some practices using statistical machine learning technique based on some dataset. (notes and doing from scratch)
machine-learning from-scratch
Language:Python 45
odubno / gauss-naive-bayes
Gauss Naive Bayes in Python From Scratch.
bayes naive-bayes-classifier normal-naive-bayes naive-bayes naive-bayes-tutorial naive-bayes-algorithm naive-bayes-implementation naive-bayes-python from-scratch iris-dataset gaussian-distribution normal-distribution classification-model bayes-classifier bayes-classification python maximum-likelihood maximum-likelihood-estimation bayesian posterior-probability
Language:Python 45
shiva34 / Digital-Modulation-Schemes
Contains codes various Digital Modulation Schemes (like AM, DSB-SC, SSB-SC FM, BPSK, QPSK, 16-QAM, DBPSK, DQPSK) in MatLab from scratch ie. without built-in MatLab functions
digital-modulation communication from-scratch bpsk bpsk-ber am dsb-sc amplitude-modulation frequency-modulation matlab ssbsc double-sideband-suppressed-carrier single-sideband-suppressed-carrier binary-phase-shift-keying digital-modulation-schemes dqpsk dbpsk qpsk fromscratch ssb-sc-fm
Language:MATLAB 45
chih-chun-chang / convolutional-neural-network-from-scratch-python
Handwritten Digit Recognition Using Convolutional Neural Network by Python
convolutional-neural-networks handwritten-digit-recognition python from-scratch lenet deep-learning computer-vision
Language:Python 44
CloudCodingSpace / CENGINE
A graphics engine in C with the Vulkan API for experience
c cpp from-scratch graphics graphics-engine opengl vulkan vulkan-api vulkan-game-engine vulkan-renderer
Language:C 44
baroxyton / webKDE
kde on the web
from-scratch kde kde-plasma-5 web-desktop
Language:JavaScript 40
EugenHotaj / talko
A client-server chat app in Python
client-server from-scratch tcp-sockets chat-application
Language:Python 40
yutaroyamanaka / SimpleDB
Database implementation from the scratch. The textbook is shown in the following link.
database from-scratch cpp transaction buffer-management rollback recovery btree-indexes sql concurrency planning
Language:C++ 40
ribtoks / yannpp
Deep Neural Network from scratch in C++ for learning purposes
convolutional-neural-networks deep-learning cpp from-scratch cnn mnist neural-network computer-vision statistical-models
Language:C++ 36
marceloaugusto80 / electron-react-typescript-boilerplate
Boilerplate for Electron + React + Typescript + Fast-Refresh + Jest.
electron typescript node hot pack webpack-dev-server filesystem fast-refresh react-fast-refresh jest ts-jest from-scratch customize typescript-boilerplate boilerplate template styled-components react18
Language:TypeScript 35
tuannh982 / query-planner-guide
build your own query planner
awesome cascades database database-design database-management from-scratch good-first-issue guide help-wanted looking-for-contributors query-engine query-optimization query-optimizer query-planner query-planning scala scratch sql tutorial volcano
Language:Scala 35
vishnugh / evo-NEAT
A java implementation of NEAT(NeuroEvolution of Augmenting Topologies ) from scratch for the generation of evolving artificial neural networks. Only for educational purposes.
neat neuroevolution augmenting-topologies java machine-learning from-scratch artificial-intelligence artificial-neural-networks
Language:Java 35

from-scratch

rasbt / LLMs-from-scratch

zauonlok / renderer

keyvank / femtoGPT

szq0214 / DSOD

PhilippRados / wrecc

kasvith / kache

Nils-TUD / Escape

KernelFreeze / Litecraft

michal-z / eneida

zeyadusf / LLMs-from-Scratch

keyvank / tsp

eduardoleao052 / Autograd-from-scratch

admtrv / objcurses

omaraflak / Medium-Python-Neural-Network

OceanPresentChao / llm-ReAct

mkirchner / stutter

OceanPresentChao / llm-corpus

paolorechia / steeldb

Hyper5phere / simple-c-compiler

Kromster80 / knights_province

michal-z / zig-d3d12-starter

react-theming / create-material-ui-app

ictxiangxin / paradox

madureira / wolfenstein

daviddwlee84 / MachineLearningPractice

odubno / gauss-naive-bayes

shiva34 / Digital-Modulation-Schemes

chih-chun-chang / convolutional-neural-network-from-scratch-python

CloudCodingSpace / CENGINE

baroxyton / webKDE

EugenHotaj / talko

yutaroyamanaka / SimpleDB

ribtoks / yannpp

marceloaugusto80 / electron-react-typescript-boilerplate

tuannh982 / query-planner-guide

vishnugh / evo-NEAT