Awesome List Updates on Oct 15, 2022
8 awesome lists updated today.
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1. Awesome Neovim
Note Taking / Diagnostics
- ostralyan/scribe.nvim (⭐20) - Take notes, easily.
2. Awesome Datascience
- 1000 Data Science Projects you can run on the browser with IPython.
- #tidytuesday (⭐5.6k) A weekly data project aimed at the R ecosystem.
- Realtime deployment Tutorial on Python time-series model deployment.
- AI Expert Roadmap (⭐25k) - Roadmap to becoming an Artificial Intelligence Expert
- Convex Optimization - Convex Optimization (basics of convex analysis; least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems; optimality conditions, duality theory...)
- Skillcombo - Data Science - 1000+ free online Data Science courses
- Learning from Data - Introduction to machine learning covering basic theory, algorithms and applications
Algorithms / Supervised Learning
- Locally Estimated Scatterplot Smoothing
Algorithms / Unsupervised Learning
- Neural Networks
- Self-organizing map
- Adaptive resonance theory
- Hidden Markov Models (HMM)
Algorithms / Semi-Supervised Learning
- Generative models
- Low-density separation
- Laplacian regularization
- Heuristic approaches
Algorithms / Reinforcement Learning
- Q Learning
- SARSA (State-Action-Reward-State-Action) algorithm
- Temporal difference learning
Algorithms / Data Mining Algorithms
- Naive Bayes
Algorithms / Deep Learning architectures
- Multilayer Perceptron
- Convolutional Neural Network (CNN)
- Recurrent Neural Network (RNN)
- Boltzmann Machines
- Generative Adversarial Network (GAN)
- Self-Organized Maps
- Conditional Random Field (CRF)
Journals, Publications and Magazines / Book Deals (Affiliated) 🛍
- ICML - International Conference on Machine Learning
- GECCO - The Genetic and Evolutionary Computation Conference (GECCO)
- Journal of Data Science - an international journal devoted to applications of statistical methods at large
- datatau.com/news - Like Hacker News, but for data
- Medium Data Science Topic - Data Science related publications on medium
- Towards Data Science Genetic Algorithm Topic -Genetic Algorithm related Publications onTowards Data Science
- all AI news - The AI/ML/Big Data news aggregator platform
Newsletters / Book Deals (Affiliated) 🛍
- AI Digest. A weekly newsletter to keep up to date with AI, machine learning, and data science. Archive.
Podcasts / Book Deals (Affiliated) 🛍
Presentations / Book Deals (Affiliated) 🛍
YouTube Videos & Channels / Book Deals (Affiliated) 🛍
- Data School - Data Science Education
Telegram Channels / Book Deals (Affiliated) 🛍
- Loss function porn — Beautiful posts on DS/ML theme with video or graphic visualization.
Hobby / Book Deals (Affiliated) 🛍
3. Awesome Zsh Plugins
Plugins / superconsole - Windows-only.
- pyenv (twopizza9621536) (⭐0) - Based on the oh-my-zsh pyenv (⭐159k) plugin with modifications from the rbenv and jenv plugins.
4. Awesome Capacitor
- Managed configuration (⭐5) - Capacitor plugin to access managed configuration settings.
5. Awesome Flame
App Releases / Board
- Chinese Checkers - Android, iOS - Play Chinese Checkers (Sternhalma), a popular strategy board game, online with friends/strangers or offline with bots. By Dong Digital.
App Releases / Casual
- Brick Mania - Android, iOS - A fantastic reinvention of the classic Brick Breaker game: relaxing and yet super satisfying. By Dong Digital.
App Releases / Educational
- Sky Academy - Android, iOS - Learn to recognize all the constellations and brightest stars from a gold medal winner of the International Astronomy Olympiad. By Dong Digital.
App Releases / Puzzle Games
- Sorting Puzzle - Android, iOS - Color sorting game reinvented: move and combine to solve puzzles. By Dong Digital.
6. Awesome Kotlin
Libraries/Frameworks / Misc
- nickhristov/krakdown (⭐12) - A native markdown parser written in Kotlin.
- CtrlAlt.cc - https://ctrlalt.cc/
8. Free for Dev