You can easily calculate FVD, PSNR, SSIM, LPIPS for evaluating the quality of generated or predicted videos.

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Master programming by recreating your favorite technologies from scratch.

llama3.np is a pure NumPy implementation for Llama 3 model.

A modern and easy-to-use client for Ollama

Clean, filter and sample URLs to optimize data collection – Python & command-line – Deduplication, spam, content and language filters

A comprehensive guide to LLM evaluation methods designed to assist in identifying the most suitable evaluation techniques for various use cases, promote the adoption of best practices in LLM assess…

Robyn is a Super Fast Async Python Web Framework with a Rust runtime.

A collection of learning resources for curious software engineers

Stable Diffusion in TensorFlow / Keras

Build, Manage and Deploy AI/ML Systems

Machine Learning Engineering with MLflow, published by Packt

A fast and reliable background task processing library for Python 3.

An end-to-end implementation of intent prediction with Metaflow and other cool tools

Run ruff, isort, pyupgrade, mypy, pylint, flake8, and more on Jupyter Notebooks

A framework for autonomous economic agent (AEA) development

A collection of wrappers for Gymnasium and PettingZoo environments (being merged into gymnasium.wrappers and pettingzoo.wrappers

MLOps tutorial using Python, Docker and Kubernetes.

Version control for machine learning

A VS Code extension pack to help users visualize, understand, and interact with data.

awesome-python with ⭐ and 🍴

🎯 kettle is a CLI tool for creating and deploying cloud functions & docker containers for machine learning

Library of autoencoders for sequential data

Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis

torch-optimizer -- collection of optimizers for Pytorch

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT p…

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

😎 A curated list of awesome MLOps tools

A curated list of references for MLOps

Russian GPT3 models.