Ilyushin

awesome-python

An opinionated list of awesome Python frameworks, libraries, software and resources.

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

AFFiNE

There can be more than Notion and Miro. AFFiNE(pronounced [ə‘fain]) is a next-gen knowledge base that brings planning, sorting and creating all together. Privacy first, open-source, customizable and ready to use.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

recommenders

Best Practices on Recommendation Systems

Open-Sora

Open-Sora: Democratizing Efficient Video Production for All

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

evidently

Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b

ThinkDSP

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

fully-homomorphic-encryption

An FHE compiler for C++

mit-15-003-data-science-tools

Study guides for MIT's 15.003 Data Science Tools

model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

yappi

Yet Another Python Profiler, but this time multithreading, asyncio and gevent aware.

advmlthreatmatrix

Adversarial Threat Landscape for AI Systems

num2words

Modules to convert numbers to words. 42 --> forty-two

pytorch-for-numpy-users

PyTorch for Numpy users. https://pytorch-for-numpy-users.wkentaro.com

docx2tex

Converts Microsoft Word docx to LaTeX

profiler

A profiling and performance analysis tool for TensorFlow

dl-course

Deep Learning with Catalyst

awesome-math-ru

:books: Математичный список полезных книг

trojai-literature

audio-data-pytorch

A collection of useful audio datasets and transforms for PyTorch.

Awesome-AI-Data-Guided-Projects

A curated list of data science & AI guided projects to start building your portfolio

VLM-Uncertainty-Bench

clickhouse-clustering

Source for creating a basic ClickHouse cluster with sharding only.

trustworthyai

Explore the intersection of ethics and technology with 'Trustworthy AI: From Theory to Practice.' This comprehensive guide delves into creating AI models that prioritize privacy, security, and robustness. Featuring practical examples in Python, it covers uncertainty quantification, adversarial machine learning, federated learning, and more.

milewski-ctfp-pdf

Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source

awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.