Awesome List Updates on Jan 29, 2023
13 awesome lists updated today.
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1. Awesome Github Wiki
Useful links with tips & tricks
2. Awesome Couchdb
Companies / Hosting
3. Awesome Generative Deep Art
Image Segmentation / Deforum
- lucidrains/musiclm-pytorch (⭐3.3k): Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch
- [🔥🔥🔥] archinetai/audio-ai-timeline (⭐1.9k): A timeline of the latest AI models for audio generation, starting in 2023
4. Awesome Neovim
Editing Support / Diagnostics
- ~nedia/auto-save.nvim - Extremely simple auto saving on
InsertLeave&TextChanged. Based on Pocco81/AutoSave but lighter.
Formatting / Diagnostics
- ~nedia/auto-format.nvim - Does no formatting by itself, but sets up an autocmd to format on save, preferring null-ls over LSP client formatting.
5. Awesome Python Data Science
Machine Learning / General Purpose Machine Learning
- dlib (⭐14k) - Toolkit for making real-world machine learning and data analysis applications in C++ (Python bindings).
Machine Learning / Ensemble Methods
- Stacking (⭐224) - Simple and useful stacking library written in Python.
Machine Learning / Imbalanced Datasets
- imbalanced-learn (⭐7k) - Module to perform under-sampling and over-sampling with various techniques.
Deep Learning / PyTorch
- skorch (⭐6.1k) - A scikit-learn compatible neural network library that wraps PyTorch.
- ChemicalX (⭐745) - A PyTorch-based deep learning library for drug pair scoring.
Deep Learning / TensorFlow
- tfdeploy (⭐354) - Deploy TensorFlow graphs for fast evaluation and export to TensorFlow-less environments running numpy.
- Ludwig (⭐12k) - A toolbox that allows one to train and test deep learning models without the need to write code.
- Hyperas (⭐2.2k) - Keras + Hyperopt: A straightforward wrapper for a convenient hyperparameter.
Model Explanation / Others
- dalex (⭐1.4k) - moDel Agnostic Language for Exploration and explanation.
- Shapley (⭐220) - A data-driven framework to quantify the value of classifiers in a machine learning ensemble.
- tensorboard-pytorch (⭐8k) - Tensorboard for PyTorch (and chainer, mxnet, numpy, ...).
Optimization / Others
- sklearn-genetic-opt (⭐343) - Hyperparameters tuning and feature selection using evolutionary algorithms.
- OR-Tools - An open-source software suite for optimization by Google; provides a unified programming interface to a half dozen solvers: SCIP, GLPK, GLOP, CP-SAT, CPLEX, and Gurobi.
Experimentation / Synthetic Data
- Neptune - A lightweight ML experiment tracking, results visualization, and management tool.
- Sacred (⭐4.3k) - A tool to help you configure, organize, log, and reproduce experiments.
Data Validation / Synthetic Data
- pandera (⭐3.9k) - A lightweight, flexible, and expressive statistical data testing library.
Evaluation / Synthetic Data
- sklearn-evaluation (⭐3) - Model evaluation made easy: plots, tables, and markdown reports.
- AI Fairness 360 (⭐2.6k) - Fairness metrics for datasets and ML models, explanations, and algorithms to mitigate bias in datasets and models.
Quantum Computing / Synthetic Data
- cirq (⭐4.6k) - A python framework for creating, editing, and invoking Noisy Intermediate Scale Quantum (NISQ) circuits.
Conversion / Synthetic Data
- sklearn-porter (⭐1.3k) - Transpile trained scikit-learn estimators to C, Java, JavaScript, and others.
6. Awesome Game Remakes
RPG
- OpenEnroth (⭐775) - Might and Magic VI-VIII engine remake using original data & code.
7. Awesome Zsh Plugins
Plugins / superconsole - Windows-only
- pnpm (mat2ja) (⭐3) - Better pnpm aliases.
8. ALL About RSS
🧩 API / Webpage Monitor Services with capability of monitoring RSS Feed 1264
Web Feed Specifications / Specification Converters
Apps / Outline Processor Markup Language
Hosted Readers / Outline Processor Markup Language
Self Hosted Readers / Outline Processor Markup Language
🔨 Blog Generator that Support RSS / Crypto or Blockchain relevant
TTRSS / Outline Processor Markup Language
FreshRSS / Outline Processor Markup Language
- https://rss.husay.cc by 胡鹤仙
(Registration disabled)
Miniflux / Outline Processor Markup Language
🔍 Feed Search Engines / 酷Q Plugin
universally from / multiple sources
specifically from (a certain platform) / WebArchive
RSS2KINDLE / Docsify
RSS2WIDGET / For browser
Feed Analytics / Webpage Monitor Services with capability of monitoring RSS Feed 1264
Combine multiple feeds into one / Webpage Monitor Services with capability of monitoring RSS Feed 1264
⛓ OPML management / Webpage Monitor Services with capability of monitoring RSS Feed 1264
Aggregators of Indieblogs / Crypto or Blockchain relevant
9. Awesome Agi Cocosci
Meta-Level Considerations / Rationality
- Foundations of intuitive power analyses in children and adults - Nature Human Behavior, 2022. [All Versions]. Evidences support that people have some of the foundations for 'intuitive power analyses', which help people use intuitive statistical reasoning and metacognitive strategies to estimate how much information they might need to solve different discrimination problems.
10. Awesome Sysadmin
Software / Monitoring
- Linux Dash (⭐10k) - A low-overhead monitoring web dashboard for a GNU/Linux machine.
MITNodejs/Go/Python/PHP
11. Awesome Cpp
Database
- Kvrocks (⭐3.9k) - A distributed key value NoSQL database that uses RocksDB as storage engine and is compatible with Redis protocol. [Apache2]
12. Alternative Internet
Developer tools and frameworks
- DB3 Network (⭐378) - DB3 Network is an open-source decentralized firebase firestore alternative to build dapps quickly with minimal engineering effort.
13. Magictools
Graphics / Modeling
- 💰 ZBrush
Ads / Voxel Editors
- Unity Ads - Unity3D Official Ads SDK.
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