cpcdoy

guidance

A guidance language for controlling large language models.

llm-numbers

Numbers every LLM developer should know

Multi-GPT

An experimental open-source attempt to make GPT-4 fully autonomous.

embedb

EmbeDB is a small Python wrapper around LMDB built as key-value storage for embeddings.

Mathematics-for-ML

🧮 A collection of resources to learn mathematics for machine learning

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Monitorian

A Windows desktop tool to adjust the brightness of multiple monitors with ease

ntropy-sdk

Python SDK for ntropy

ML-tools

ML tools that we use internally and which you may find useful too.

albedo

Efficient and easy to use rendering framework for real-time visualization based on WebGPU

canonical-capsules

Canonical Capsules: Self-Supervised Capsules in Canonical Pose (NeurIPS 2021)

forest-segmentation

Tutorials on sentinel2 data handling and forest segmentation

streamlet

TUI for streaming music

material-shell

A modern desktop interface for Linux. Improve your user experience and get rid of the anarchy of traditional desktop workflows. Designed to simplify navigation and reduce the need to manipulate windows in order to improve productivity. It's meant to be 100% predictable and bring the benefits of tools coveted by professionals to everyone.

Linear-Regression-from-scratch

Linear regression from scratch using Pytorch.

rust-tokenizers

Rust-tokenizer offers high-performance tokenizers for modern language models, including WordPiece, Byte-Pair Encoding (BPE) and Unigram (SentencePiece) models

rust-sbert

Rust port of sentence-transformers (https://github.com/UKPLab/sentence-transformers)

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

sha256-animation

Animation of the SHA-256 hash function in your terminal.

tch-rs

Rust bindings for the C++ api of PyTorch.

rust-bert

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

FaceShifter

Try to reproduce FaceShifter

DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

artflow

ArtFlow is a WebVR app where user can draw in VR

img_proc

Blurred Image Reconstruction

DistanceFieldGen

3D distance field generator.

game

shexp

Spherical Harmonic Exponentiation

soundcloud-player

Control Soundcloud from your toolbar, with ease.

cameradar

Cameradar hacks its way into RTSP videosurveillance cameras