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Studying Deep Learning
LQO. Learned Query Optimizer
★ 13vscode-pinned-projects. Visual Studio Code extension for pinning projects
★ 5stylegan2_pytorch. StyleGAN v2 implemented with Pytorch
★ 2nn_fca. Neural network architecture based on the concept lattice
★ 1Deck. Deck is a modern, native, privacy-first clipboard manager for macOS.
★ 1.4kRecordly. Create polished demo videos without editing skills. Mac/Windows/Linux
★ 20k3DGenStudio. Orchestrate complete 3D generation pipelines — from text-to-image, image editing, mesh generation, UV unwrapping, to texturing — all in a single visual workspace powered by ComfyUI and external APIs.
★ 441wBlock. The next-generation ad blocker for Safari.
★ 2.7ktelegram_music_bot. Telegram music bot specialized in downloading high-quality music and audio directly from YouTube
★ 5markitdown. Python tool for converting files and office documents to Markdown.
★ 170kLoop. Window management made elegant.
★ 11kCoverFlowFinder. A beautiful macOS file browser with classic Cover Flow view
★ 161Pearcleaner. A free, source-available and fair-code licensed mac app cleaner
★ 14kLuLu. LuLu is the free open-source macOS firewall
★ 13kSpaceSwitcher. macOS space switcher library
★ 42reminders-menubar. Simple macOS menu bar application to view and interact with reminders. Developed with SwiftUI and using Apple Reminders as a source.
★ 3.9kCaptain. ⛴ Manage Docker containers from the menu bar in macOS. Hold ⌘, ⇧, ⌥, ⌃ keys for power user options.
★ 71free-llm-api-resources. A list of free LLM inference resources accessible via API.
★ 29kApple-Runtime-Headers. Objective-C runtime headers for Apple's iOS, macOS, tvOS and watchOS frameworks
★ 241macOSPrivateFrameworks. 🍎🕵🏻♂️ macOS Private Frameworks
★ 42SkyLightWindow. Display your UI on lock screen.
★ 197InvokeAI. Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.
★ 28kUTM. Virtual machines for iOS and macOS
★ 35kxcodes. The best command-line tool to install and switch between multiple versions of Xcode.
★ 4.7kTabLift. A lightweight, open-source macOS utility that automatically restores minimized app windows when switching with ⌘+Tab or ⌘+`.
★ 119aim. Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
★ 6.2kItsycal. Itsycal is a tiny calendar for your Mac's menu bar. http://www.mowglii.com/itsycal
★ 4krlax. Python
★ 1.4kuv. An extremely fast Python package and project manager, written in Rust.
★ 88kLunar. Intelligent adaptive brightness for your external monitors
★ 5.6kStartupFolder. Run anything at startup by placing it in a special folder
★ 506SwiftBar. Powerful macOS menu bar customization tool
★ 4.3kEquinox. 🌇 🌃 Create dynamic wallpapers for macOS.
★ 2kladybird. Truly independent web browser
★ 65kalt-tab-macos. Windows alt-tab on macOS
★ 16khidden. An ultra-light MacOS utility that helps hide menu bar icons
★ 15kAlDente-Battery_Care_and_Monitoring. Menubar Tool to set Charge Limits and Prolong Battery Lifespan
★ 9.1kPlayCover. Community fork of PlayCover
★ 12ksegmentation_models.pytorch. Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
★ 12kanytype-ts. Official Anytype client for MacOS, Linux, and Windows
★ 8.5kawesome-3D-gaussian-splatting. Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months.
★ 8.8kgaussian-splatting. Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"
★ 23kcool-retro-term. A good looking terminal emulator which mimics the old cathode display...
★ 26kRGBD-Diffusion. RGBD2: Generative Scene Synthesis via Incremental View Inpainting using RGBD Diffusion Models
★ 100darkreader. Dark Reader Chrome and Firefox extension
★ 22kHSE-Diffusion-Models. Course on diffusion models and modern generative modeling foundations taught at the Faculty of Computer Science of HSE University
★ 46nerfstudio. A collaboration friendly studio for NeRFs
★ 12kcolmap. COLMAP - Structure-from-Motion and Multi-View Stereo
★ 12kpytorch_geometric. Graph Neural Network Library for PyTorch
★ 24krl. A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
★ 3.5kglTF-Sample-Viewer. Physically-Based Rendering in glTF 2.0 using WebGL
★ 1.5kmodel-viewer. Easily display interactive 3D models on the web and in AR!
★ 8.2kdocarray. Represent, send, store and search multimodal data
★ 3.1korg-roam-ui. A graphical frontend for exploring your org-roam Zettelkasten
★ 2.3khiddenlayer. Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
★ 1.9kstylegan3. Official PyTorch implementation of StyleGAN3
★ 6.9kCascadeTabNet. This repository contains the code and implementation details of the CascadeTabNet paper "CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documents"
★ 1.5kMulti-Type-TD-TSR. Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition
★ 289skillful_nowcasting. Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
★ 296nuwa-pytorch. Implementation of NÜWA, state of the art attention network for text to video synthesis, in Pytorch
★ 548AFNO-transformer. Adaptive FNO transformer - official Pytorch implementation
★ 288neuraloperator. Learning in infinite dimension with neural operators.
★ 3.8kcamelot. A Python library to extract tabular data from PDFs
★ 3.8kjal. Personal finance tracking project
★ 144deepchecks. Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
★ 4kwandb. The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
★ 11kffcv. FFCV: Fast Forward Computer Vision (and other ML workloads!)
★ 3knativefier. Make any web page a desktop application
★ 35kLaTeX-in-Google-Spreadsheet. A simple add-on for converting a Google spreadsheet table to a LaTeX table or a LaTeX table to a Google Spreadsheet table.
★ 39awesome-go. A curated list of awesome Go frameworks, libraries and software
★ 180kwebsocket. Package gorilla/websocket is a fast, well-tested and widely used WebSocket implementation for Go.
★ 25kserve. Serve, optimize and scale PyTorch models in production
★ 4.4kcovid-19-data. Data on COVID-19 (coronavirus) cases, deaths, hospitalizations, tests • All countries • Updated daily by Our World in Data
★ 5.7ktensorforce. Tensorforce: a TensorFlow library for applied reinforcement learning
★ 3.3kawesome-deep-rl. A curated list of awesome Deep Reinforcement Learning resources
★ 158ocramius.github.com. :books: Coding thoughts and ideas by Ocramius
★ 39stable-baselines. A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
★ 4.3ksupershad. Решения вступительных заданий в Школу анализа данных (ШАД)
★ 234RLFrame. RL/IRL framework with pytorch
★ 8jitsi-meet. Jitsi Meet - Secure, Simple and Scalable Video Conferences that you use as a standalone app or embed in your web application.
★ 30krlpyt. Reinforcement Learning in PyTorch
★ 2.3kpython-telegram-bot. We have made you a wrapper you can't refuse
★ 29ksteampy. A Steam trading library for python 3
★ 666nni. An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
★ 14kml-course. Open Machine Learning course
★ 3.5kml-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.
★ 20kTensorRT. PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT
★ 3kml-course-hse. Машинное обучение на ФКН ВШЭ
★ 3.8kannoy. Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
★ 14kface-alignment. :fire: 2D and 3D Face alignment library build using pytorch
★ 7.5kfastai. The fastai deep learning library
★ 28kdetectron2. Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
★ 35kinsightface. State-of-the-art 2D and 3D Face Analysis Project
★ 29kstylegan2. StyleGAN2 - Official TensorFlow Implementation
★ 11kDeepPavlov. An open source library for deep learning end-to-end dialog systems and chatbots.
★ 7kspaCy. 💫 Industrial-strength Natural Language Processing (NLP) in Python
★ 34kstanza. Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
★ 7.9ktransformers. 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
★ 163kdeep_sort. Simple Online Realtime Tracking with a Deep Association Metric
★ 6.2kML-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.
★ 32kmtheme. A modern LaTeX Beamer theme
★ 6.9kGodotThings. Some of my snippets and other bits for the Godot game engine.
★ 239deep_learning_2019-20_main. Официальный репозиторий курса Deep Learning (2019-2020), продвинутый поток
★ 42EffectiveTensorflow. TensorFlow tutorials and best practices.
★ 8.6kAnime4K. A High-Quality Real Time Upscaler for Anime Video
★ 21ks2cnn. Spherical CNNs
★ 972albumentations. Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
★ 15kmanim. Animation engine for explanatory math videos
★ 89kELF. ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
★ 3.4kpaac. Open source implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning
★ 201tensorboardX. tensorboard for pytorch (and chainer, mxnet, numpy, ...)
★ 8kPractical_RL. A course in reinforcement learning in the wild
★ 6.5kseq2seq. A general-purpose encoder-decoder framework for Tensorflow
★ 5.6khandson-ml. ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
★ 26kTensorFlow-Tutorials. TensorFlow Tutorials with YouTube Videos
★ 9.3kdrivesync. Google Drive synchronization for Linux
★ 203