Awesome List Updates on Dec 17, 2021

12 awesome lists updated today.

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1. Awesome Machine Learning

C++ / General-Purpose Machine Learning

• PyCaret (⭐9.1k) - An open-source, low-code machine learning library in Python that automates machine learning workflows.

Clojure / General-Purpose Machine Learning

• clj-ml (⭐135) - A machine learning library for Clojure built on top of Weka and friends.

• Touchstone (⭐139) - Clojure A/B testing library.

Clojure / Deep Learning

• Flare (⭐285) - Dynamic Tensor Graph library in Clojure (think PyTorch, DynNet, etc.)

Clojure / Data Analysis

• tech.ml.dataset (⭐693) - Clojure dataframe library and pipeline for data processing and machine learning

Clojure / Data Visualization

• Pink Gorilla Notebook (⭐103) - A Clojure/Clojurescript notebook application/-library based on Gorilla-REPL

• notespace (⭐148) - Notebook experience in your Clojure namespace

• Delight (⭐345) - A listener that streams your spark events logs to delight, a free and improved spark UI

Clojure / Misc

• kixistats (⭐365) - A library of statistical distribution sampling and transducing functions

Python / Computer Vision

• detectron2 (⭐31k) - FAIR's next-generation research platform for object detection and segmentation. It is a ground-up rewrite of the previous version, Detectron, and is powered by the PyTorch deep learning framework.

Python / General-Purpose Machine Learning

• Shapley (⭐218) -> A data-driven framework to quantify the value of classifiers in a machine learning ensemble.

• breze (⭐96) - Theano based library for deep and recurrent neural networks.

• Opytimizer (⭐613) - Python-based meta-heuristic optimization techniques.

Python / Neural Networks

• TResNet: High Performance GPU-Dedicated Architecture (⭐472) - TResNet models were designed and optimized to give the best speed-accuracy tradeoff out there on GPUs.

• Jina AI An easier way to build neural search in the cloud. Compatible with Jupyter Notebooks.

Tools / Misc

• Flyte - Flyte makes it easy to create concurrent, scalable, and maintainable workflows for machine learning and data processing.

2. Awesome Quant

Reproducing Works, Training & Books / Data Visualization

• py4fi2nd (⭐1.4k) - Jupyter Notebooks and code for Python for Finance (2nd ed., O'Reilly) by Yves Hilpisch.

• aiif (⭐321) - Jupyter Notebooks and code for the book Artificial Intelligence in Finance (O'Reilly) by Yves Hilpisch.

• py4at (⭐709) - Jupyter Notebooks and code for the book Python for Algorithmic Trading (O'Reilly) by Yves Hilpisch.

• dawp (⭐603) - Jupyter Notebooks and code for Derivatives Analytics with Python (Wiley Finance) by Yves Hilpisch.

• dx (⭐724) - DX Analytics | Financial and Derivatives Analytics with Python.

3. Awesome Electronics

Documentation / University Course Archives

• Inkscape Electric Symbols (⭐411) - Circuit Drawing Symbols for Inkscape

4. Awesome Job Boards

Programming / Rust

• Rust Jobs - The go-to hiring platform for Rust engineering talent

Remote / TypeScript

• Dynamite Jobs - Jobs from remote-first companies

Remote / Aggregator

• remote | OK

5. Awesome Kotlin

Libraries/Frameworks / Misc

• DragonKnightOfBreeze/breeze-framework (⭐11) - Integrated code framework base on Kotlin, provide many useful extensions for standard library and some frameworks.

6. Awesome Ai in Finance

Research Tools / Crypto Currencies

• ML-Quant - Quant resources from ArXiv (sanity), SSRN, RePec, Journals, Podcasts, Videos, and Blogs.

7. Awesome Dotnet

Blazor

• MASA.Blazor (⭐1.2k) - A set of enterprise-class UI components based on Material Design and Blazor WebAssembly.

8. Awesome Python

Game Development

• Arcade - Arcade is a modern Python framework for crafting games with compelling graphics and sound.

9. Awesome Aws

Open Source Repos / DevOps

• NixOS/nixops 🔥🔥🔥🔥 (⭐1.3k) - Use NixOS to provision EC2 instances, S3 buckets, and other resources.

10. Awesome Swift

Patterns

• ReduxUI (⭐44) - Redux framework for easy use with SwiftUI.

11. Awesome Developer First

Misc

• ngrok - Generate public URLs for internal servers (behind NAT/firewall).

12. Awesome Embedded Rust

Driver crates / Other

• MAX116xx-10bit - SPI - Driver for the MAX11619-MAX11621, MAX11624 and MAX11625 10-bit ADCs - Intro blog post -

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• Next: Dec 16, 2021