Awesome List Updates on Jan 18, 2024
9 awesome lists updated today.
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1. Awesome Scriptable
Tools
github-contributions (⭐22) - GitHub contributions heatmap on your lockscreen.
2. Awesome Generative Deep Art
Generative AI history, timelines, maps, and definitions
- 60+ Generative AI Terms You Must Know By Heart: by Analytics Vidhya
AI Tools for Research / Multi-agents
3. Awesome Machine Learning
Clojure / Misc
- matlib (⭐25) - A Clojure library of optimisation and control theory tools and convenience functions based on Neanderthal.
Java / Natural Language Processing
- OpenNLP - A machine learning based toolkit for the processing of natural language text.
Java / General-Purpose Machine Learning
- Tribou - A machine learning library written in Java by Oracle.
Matlab / General-Purpose Machine Learning
- Machine Learning in MatLab/Octave (⭐880) - Examples of popular machine learning algorithms (neural networks, linear/logistic regressions, K-Means, etc.) with code examples and mathematics behind them being explained.
.NET / General-Purpose Machine Learning
- Infer.NET - Infer.NET is a framework for running Bayesian inference in graphical models. One can use Infer.NET to solve many different kinds of machine learning problems, from standard problems like classification, recommendation or clustering through customized solutions to domain-specific problems. Infer.NET has been used in a wide variety of domains including information retrieval, bioinformatics, epidemiology, vision, and many others.
General-Purpose Machine Learning / Data Analysis / Data Visualization
- Multi-Perceptron-NeuralNetwork (⭐24) - It implemented multi-perceptrons neural network (ニューラルネットワーク) based on Back Propagation Neural Networks (BPN) and designed unlimited-hidden-layers.
- KRHebbian-Algorithm (⭐13) - It is a non-supervisory and self-learning algorithm (adjust the weights) in the neural network of Machine Learning. [Deprecated]
Python / Reinforcement Learning
- Gymnasium (⭐9.6k) - A library for developing and comparing reinforcement learning algorithms (successor of [gym])(https://github.com/openai/gym (⭐36k)).
4. Awesome Php
Table of Contents / API
- PackageGenerator (⭐436) - Package Generator generates a PHP SDK from any WSDL.
5. Awesome Ocaml
Utilities
- Validate (⭐16) - PPX deriver designed to streamline the process of validating records.
6. Awesome Web Archiving
Web Archiving Service Providers / Self-hostable, Open Source
- Conifer - From Rhizome, source available at https://github.com/Rhizome-Conifer.
Web Archiving Service Providers / Hosted, Closed Source
- Archive-It - From the Internet Archive.
7. Awesome K6
Examples/Templates
- k6-rollup-example (⭐12) - Example using Rollup to bundle k6 tests.
8. Awesome Django
Third-Party Packages / Users
- django-guest-user (⭐78) - Allow visitors to use your site like a regular user and register later.
Projects / Boilerplate
- sidewinder (⭐218) - A Django starter kit that focuses on good defaults, developer experience, and deployment.
9. Awesome Ai4lam
Learning Resources / Introductions to AI
- Elements of AI – free course by MinnaLearn & University of Helsinki
- Machine Learning 101 – by Jason Mayes from Google
Learning Resources / Natural language processing
- A Code-First Introduction to NLP – by Rachel Thomas of fast.ai
Learning Resources / Generative AI
Learning Resources / Other "awesome" lists in AI and ML
Tools and Frameworks / Document analysis, transcription, and labeling
- Surya (⭐18k) – multilingual document OCR toolkit with line-level text detection
Projects, Initiatives, and Case Studies / Select individual projects
- Living with Machines – Turing Institute & British Library
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