Boian Tzonev

novu. The open-source communication infrastructure for agents and products

awesome-system-design. A curated list of awesome System Design (A.K.A. Distributed Systems) resources.

resilience-engineering. Resilience engineering papers

Transformers-Tutorials. This repository contains demos I made with the Transformers library by HuggingFace.

annotated_deep_learning_paper_implementations. 🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

charl-e. Run Stable Diffusion on your M1 Mac

GSAP. GSAP (GreenSock Animation Platform), a JavaScript animation library for the modern web

openfold. Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2

podman. Podman: A tool for managing OCI containers and pods.

ner_youtube. Python

latin_ner_lesson. Python

ln.js. TypeScript

system-design-primer. Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

stanza. Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

Awesome-Sketch-Synthesis. :books: A collection of papers about Sketch Synthesis (Generation).

linedraw. Convert images to vectorized line drawings for plotters.

awesome-plotters. A curated list of code and resources for computer-controlled drawing machines and other visual art robots.

demo-scene. Scripts and samples to support Confluent Demos, Talks, and Blogs. Not all of the examples in this repository are kept up to date. For automated tutorials and QA'd code, see https://github.com/confluentinc/tutorials/

loaders.gl. Loaders for big data visualization. Website:

streetscape.gl. Visualization framework for autonomy and robotics data encoded in XVIZ

bert. TensorFlow code and pre-trained models for BERT

immer. Create the next immutable state by mutating the current one

nerves. Craft and deploy bulletproof embedded software in Elixir

sebastianruder. Repository for my personal website

toon-shading. JavaScript

paip-lisp. Lisp code for the textbook "Paradigms of Artificial Intelligence Programming"

gif.js. JavaScript GIF encoding library

deep-learning-model-convertor. The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

pytorch-wavenet. An implementation of WaveNet with fast generation

PyMLSlides. Slides for my machine learning course based on Sebastian Raschka's Python Machine Learning book

tacotron. A TensorFlow Implementation of Tacotron: A Fully End-to-End Text-To-Speech Synthesis Model

gensim. Topic Modelling for Humans

machine-learning. :earth_americas: machine learning tutorials (mainly in Python3)

reinforcement-learning. Minimal and Clean Reinforcement Learning Examples

fashion-mnist. A MNIST-like fashion product database. Benchmark :point_down:

PyTorch-Tutorial. Build your neural network easy and fast, 莫烦Python中文教学

deep-learning-with-python-notebooks. Jupyter notebooks for the code samples of the book "Deep Learning with Python"

ml-agents. The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

pytorch-generative-model-collections. Collection of generative models in Pytorch version.

torchMoji. 😇A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc

Mask_RCNN. Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

pretrained-models.pytorch. Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

welcome_tutorials. Various tutorials given for welcoming new students at MILA.

sophia. Neural networks from scratch

deep-image-prior. Image restoration with neural networks but without learning.

fastai. The fastai deep learning library

three-boilerplate. A modern boilerplate for three.js projects

vision. Datasets, Transforms and Models specific to Computer Vision

skorch. A scikit-learn compatible neural network library that wraps PyTorch

popmotion. Simple animation libraries for delightful user interfaces

rough-drawing-effect. JavaScript

word-embeddings-workshop. This contains materials for the word embeddings workshop

fastText_multilingual. Multilingual word vectors in 78 languages

pex. Pex is a javascript 3d library / engine allowing for seamless development between Plask and WebGL in the browser.

sharp11. Music theory multitool with a jazz focus

polybooljs. Boolean operations on polygons (union, intersection, difference, xor)

pytorch-generative-adversarial-networks. A very simple generative adversarial network (GAN) in PyTorch

numjs. Like NumPy, in JavaScript

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.

neurojs. A JavaScript deep learning and reinforcement learning library.

magenta_session. :musical_keyboard: Music Session with Google Magenta

DiscoGAN-pytorch. PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

modern-nlp-in-python. Jupyter Notebook

matter-js. a 2D rigid body physics engine for the web ▲● ■

spaCy. 💫 Industrial-strength Natural Language Processing (NLP) in Python

lectures. Oxford Deep NLP 2017 course

AdversarialNetsPapers. Awesome paper list with code about generative adversarial nets

introduction_to_ml_with_python. Notebooks and code for the book "Introduction to Machine Learning with Python"

deep-fonts. Generate fonts using deep learning

sketch-rnn. Multilayer LSTM and Mixture Density Network for modelling path-level SVG Vector Graphics data in TensorFlow

dcgan_code. Deep Convolutional Generative Adversarial Networks

ganhacks. starter from "How to Train a GAN?" at NIPS2016

keras-dcgan. Keras implementation of Deep Convolutional Generative Adversarial Networks

convnetjs. Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

keras. Deep Learning for humans

mlxtend. A library of extension and helper modules for Python's data analysis and machine learning libraries.

machine-learning-for-software-engineers. A complete daily plan for studying to become a machine learning engineer.

simulated-unsupervised-tensorflow. TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"

courses. fast.ai Courses

synaptic. architecture-free neural network library for node.js and the browser

Oimo.js. Lightweight 3d physics engine for javascript

deeplearning-papernotes. Summaries and notes on Deep Learning research papers

guava. Google core libraries for Java

jepsen. A framework for distributed systems verification, with fault injection

color-wander. :art: Generative artwork in node/browser based on a seeded random

awesome-public-datasets. A topic-centric list of HQ open datasets.

makerfaire-berlin-2016-demos. G-code

kafka-python. Python client for Apache Kafka

alpakka-kafka. Alpakka Kafka connector - Alpakka is a Reactive Enterprise Integration library for Java and Scala, based on Reactive Streams and Akka.

fast-neural-style. Feedforward style transfer

DataSciencePython. common data analysis and machine learning tasks using python

bad-data-guide. An exhaustive reference to problems seen in real-world data along with suggestions on how to resolve them.

dockerfiles. Various Dockerfiles I use on the desktop and on servers.

trial. A modular Common Lisp game engine

ai-resources. Selection of resources to learn Artificial Intelligence / Machine Learning / Statistical Inference / Deep Learning / Reinforcement Learning

awesome-deep-vision. A curated list of deep learning resources for computer vision

HYPE_Processing. HYPE for Processing

Braitenberg-Vehicles. Braitenberg Vehicle simulations using FloraJS.

FloraJS. Simulate natural systems in a web browser.

promise-cookbook. :orange_book: a brief introduction to using Promises in JavaScript

audiograph.xyz. A visual exploration of Pilotpriest's 2016 album, TRANS.

nuklear. A single-header ANSI C gui library

threeflow.js. Scala

leaf. Open Machine Intelligence Framework for Hackers. (GPU/CPU)

ml-examples. Examples of machine learning, with an emphasis on deep learning.

sketch. A Common Lisp framework for the creation of electronic art, visual design, game prototyping, game making, computer graphics, exploration of human-computer interaction, and more.

faker. Faker is a Python package that generates fake data for you.

photoduino. The opensource camera controller based on Arduino

particulate-js. Particle physics micro library.

cv-examples. A collection of computer vision examples in JavaScript for the browser.

dask-tutorial. Dask tutorial

ccapture.js. A library to capture canvas-based animations at a fixed framerate

pyinstrument. 🚴 Call stack profiler for Python. Shows you why your code is slow!

dask. Parallel computing with task scheduling

joblib. Computing with Python functions.

profiling. Was an interactive continuous Python profiler.

clmtrackr. Javascript library for precise tracking of facial features via Constrained Local Models

CAN_GenerativeTypography. 26 code examples for my Generative Typography with Processing tutorial on CreativeApplications.net

OF_GenerativeTypography. OpenFrameworks port of the CAN_GenerativeTypography examples

glslify. A node.js-style module system for GLSL! :sparkles:

shader-school. :mortar_board: A workshopper for GLSL shaders and graphics programming

rust. experiments

physical-text. :closed_umbrella: simulating text in the physical world

ammo.js. Direct port of the Bullet physics engine to JavaScript using Emscripten

Espruino. The Espruino JavaScript interpreter - Official Repo

Mozzi. sound synthesis library for Arduino

sklearn_pandas_tutorial. EuroScipy 2014 tutorial: Introduction to predictive analytics with pandas and scikit-learn

3bgl-shader. CL-hosted CL-like DSL for generating GLSL

JSVerbalExpressions. JavaScript Regular expressions made easy

data_hacking. Data Hacking Project

scipy_2015_sklearn_tutorial. Scikit-Learn tutorial material for Scipy 2015

phd-thesis. Repository of my thesis "Understanding Random Forests"

cookbook-code. [DEPRECATED] See the new edition:

elixirbot. Elixir robots created for Erlang Factory 2015

xgboost. Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Flocking. Flocking - Creative audio synthesis for the Web

AudioKeys. :musical_keyboard: a QWERTY keyboard for web audio projects

live-coding-space. Live programming music with space - Performance Source

beep.js. Beep is a JavaScript toolkit for building browser-based synthesizers.

es6features. Overview of ECMAScript 6 features

machine-learning-cheat-sheet. Classical equations and diagrams in machine learning

ev3. Library for programming Mindstorm EV3 robots in Elixir

ofxSequence. Sequence classification addon for openFrameworks

doppler. :wave: Motion detection using the doppler effect

webgl-fundamentals. WebGL lessons that start with the basics

Code-Package-Processing-3.x. Code package of the book Generative Design for Processing 3.x

Fira. DEPRECATED - Mozilla's new typeface, used in Firefox OS

prosemirror. The ProseMirror WYSIWYM editor

Kayak. Kayak is a library for automatic differentiation with applications to deep neural networks.

genetic-js. Advanced genetic and evolutionary algorithm library written in Javascript

plumin.js. Create and manipulate fonts like there's no tomorrow.

smart_open. Utils for streaming large files (S3, HDFS, gzip, bz2...)

historical-minecraft. Python scripts and documentation for generating topographically accurate Minecraft maps from historical map scans

sac-workshop-2014. Comp. design workshop @ Städelschule Frankfurt, Dec 2014

extempore. A cyber-physical programming environment

pykka. 🌀 Pykka makes it easier to build concurrent Python applications.

traad. An JSON+HTTP server for the rope Python refactoring library

awesome-machine-learning. A curated list of awesome Machine Learning frameworks, libraries and software.

osquery. SQL powered operating system instrumentation, monitoring, and analytics.

paperjs_box2d. demo of working with box2d and paper.js

webgl-workshop. :mortar_board: The sequel to shader-school: Learn the WebGL API

Tone.js. A Web Audio framework for making interactive music in the browser.

jellyfish. Native game engine for Raspberry Pi/Android/OUYA and Linux with livecoding features

mgl-mat. MAT is library for working with multi-dimensional arrays which supports efficient interfacing to foreign and CUDA code. BLAS and CUBLAS bindings are available.

mgl-gpr. MGL-GPR is a library of evolutionary algorithms such as Genetic Programming (evolving typed expressions from a set of operators and constants) and Differential Evolution.

rebound-js. Spring dynamics in JavaScript.

mathkit. Pure math functions useful for games, 3D, and GL in general.

coleslaw. Flexible Lisp Blogware

flood. Visual programming for the browser

processing.py. Write Processing sketches in Python

Processing.py-Bugs. A home for all bugs and feature requests about Python Mode for the Processing Development Environment.

xgui.js. Some simple gui stuff to try and make js experimentation a bit easier.

ioio. Software, firmware and hardware of the IOIO - I/O for Android

cylon. JavaScript framework for robotics, drones, and the Internet of Things (IoT)

nodebox-workshop. NodeBox Workshop Materials

nodebox. Node-based data application for visualization and generative design

opentype.js. Read and write OpenType fonts using JavaScript.

eagle-files. littleBits Schematics and PCBs

sklearn_scipy2013. Scikit-learn tutorials for the Scipy 2013 conference

notebooks. Some sample IPython notebooks for scikit-learn

parallel_ml_tutorial. Tutorial on scikit-learn and IPython for parallel machine learning

algo2012. code for algorithmic animation, a course I've taught at MFADT / SFPC / APAP Korea

dat.gui. Lightweight controller library for JavaScript.

bluebird. :bird: :zap: Bluebird is a full featured promise library with unmatched performance.

cepl. Code Evaluate Play Loop

scientific-python-lectures. Tutorial material on the scientific Python ecosystem

NaNoGenMo. National Novel Generation Month. Because.

Socialite. HTML

togetherjs. A service for your website that makes it surprisingly easy to collaborate in real-time.

cl-closure-template. Common Lisp implementation of Google's Closure Templates.

p2.js. JavaScript 2D physics library

PhysicsJS. A modular, extendable, and easy-to-use physics engine for javascript

webfontloader. Web Font Loader gives you added control when using linked fonts via @font-face.

brackets. An open source code editor for the web, written in JavaScript, HTML and CSS.

coder. A simple way to make web stuff on Raspberry Pi

Semantic-UI. Semantic is a UI component framework based around useful principles from natural language.

vex. A modern dialog library which is highly configurable and easy to style. #hubspot-open-source

snappy. Common Lisp implementation of Google's Snappy data compression library, which is also known as Zippy compression.

intentionjs. A library for intentionally dealing with responsive design

8bit.js. 8Bit.js Audio Library - Write music using 8bit oscillation sounds.