srush/cs5781

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Created over 4 years ago
Updated over 4 years ago

srush/cs5781

srush

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Machine Learning Engineering

GPU-Puzzles

Solve puzzles. Learn CUDA.

Jupyter Notebook

Tensor-Puzzles

Solve puzzles. Improve your pytorch.

Jupyter Notebook

MiniChain

A tiny library for coding with large language models.

llama2.rs

A fast llama2 decoder in pure Rust.

Triton-Puzzles

Puzzles for learning Triton

Jupyter Notebook

LLM-Training-Puzzles

What would you do with 1000 H100s...

Jupyter Notebook

annotated-s4

Implementation of https://srush.github.io/annotated-s4

annotated-mamba

Annotated version of the Mamba paper

Jupyter Notebook

Autodiff-Puzzles

Jupyter Notebook

Transformer-Puzzles

Puzzles for exploring transformers

Jupyter Notebook

streambook

Live Python Notebooks with any Editor

Jupyter Notebook

raspy

An interactive exploration of Transformer programming.

Jupyter Notebook

do-we-need-attention

parallax

awesome-o1

GPTWorld

A puzzle to learn about prompting

Jupyter Notebook

awesome-ml-tracking

triton-autodiff

Experiment of using Tangent to autodiff triton

torch-queue

LLM-Talk

torch-golf

Silly twitter torch implementations.

PyDecode

A dynamic programming toolkit.

VirtualTeaching

DIY setup for virtual teaching on ubuntu

mamba-primer

learns-dex

text2table

jax-lda

ProbTalk

Hierarchical-Bayes-Compiler

Hal Daume's hbc

g9py

drop7

Jupyter Notebook

Tensor-Puzzles-Penzai

mamba-scans

anynp

Proof-of-concept of global switching between numpy/jax/pytorch in a library.

transformers-bet

relax-decode

aima-arguments

torch-mechanics

Amateur experiments with autodiff mechanics simulators

minitorch-rust

postgres-provanence

PowerEdit

A super-minimal Python-based video editor ⚡

SemiRings

Holder for a bunch of semirings used in ChartParsing

DiffRast

MRF-LM

TextBook

Command-line Facebook

hsNLP-

Combined repo for nlp libs

provenance

icfp2009

when I was 4 years old I was maimed by a giant pig

configure

some configuration file

clustering

annotated-transformer.github.io

Annotated Transformer Blog Post

BT-AI

Jupyter Notebook

srush-blog

Eisner-Parser

An implementation of the Eisner Parser (described in "Bilexical Grammars and a Cubic-time parsing algorithm" ) in Haskell

FSM

Finite State Machine lib for haskell

hplay

opennmt-gen

PhraseDep

triton

tf-fork

srush-wiki

icfp2003

icfp2008

hypergraph

Hypergraph specification

learns-triton

Training

bipartite-sampler

Implementation of Huber-Law rejection sampling for bipartite graphs

ezTVM

test_grade

Chart-Parsing-

haskell library for basic chart parsers

blog-twitter

sigmoidfit

Jupyter Notebook

evernote

Command line bindings for evernote

prof8

Experimental paper writing linter.

transforest

decoding-methods

blog

Jupyter Notebook

nlp-course

beamer-animation

Create animations for LaTeX Beamer presentations.

Duel

nlp

twitter-simmons-sports

monadnack-project

Art project for monadnack

peoplesounds

CutParse

Lattice

lattice protobuffer

Penn-Treebank

Haskell library for the penn treebank management

icfp2020

twittersports

ProbDist

Tools for probabality distributions focusing on estimation, conditioning, and smoothing

osgai