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Jonathan Kim's Projects

livekit icon livekit

End-to-end stack for WebRTC. SFU media server and SDKs.

llama icon llama

Inference code for LLaMA models

makemore icon makemore

An autoregressive character-level language model for making more things

megabyte-pytorch icon megabyte-pytorch

Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch

micrograd icon micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mypyc icon mypyc

Compiler from type annotated Python to C extensions

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

parsec.py icon parsec.py

A universal Python parser combinator library inspired by Parsec library of Haskell.

pcc_2e icon pcc_2e

Online resources for Python Crash Course (Second Edition), from No Starch Press

peft icon peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

picogpt icon picogpt

An unnecessarily tiny and minimal implementation of GPT-2 in NumPy.

pyransac-3d icon pyransac-3d

A python tool for fitting primitives 3D shapes in point clouds using RANSAC algorithm

pytudes icon pytudes

Python programs, usually short, of considerable difficulty, to perfect particular skills.

student-admissions-with-keras icon student-admissions-with-keras

Mini-project for the Artificial Intelligence Nanodegree program by Udacity. The goal of this project was to build a model that learns to judge whether a student gets accepted into graduate school based on GPA, scores on the GRE and class ranking.

swarmbots icon swarmbots

Virtualization, tracking and control of swarming robots and drones

thinkbayes2 icon thinkbayes2

Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.

thinkstats2 icon thinkstats2

Text and supporting code for Think Stats, 2nd Edition

tiny-dnn icon tiny-dnn

header only, dependency-free deep learning framework in C++14

tinygrad icon tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

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