Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

60 "anti" Awesome Lists

awesome-quant

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

algorithmic-trading-engine algorithmic-trading-library algotrading arbitrage-bot awesome awesome-list finance finance-api financial-data financial-instruments

15,841 stars
2,388 forks
399 projects

Last updated: 17 Apr 2024

awesome-zsh-plugins

A collection of ZSH frameworks, plugins, themes and tutorials.

antigen awesome awesome-list collection hacktoberfest list oh-my-zsh shell-scripts zgen zgenom

14,498 stars
529 forks
2,203 projects

Last updated: 04 May 2024

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

benchmark deeplearning evaluation semantic-segmentation

10,352 stars
2,489 forks
53 projects

Last updated: 17 May 2024

awesome-network-analysis

A curated list of awesome network analysis resources.

awesome awesome-list complex-networks disease-networks graph-theory historical-networks list network-analysis network-science network-visualization

3,407 stars
599 forks
786 projects

Last updated: 22 May 2024

awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

awesome awesome-list conformal-prediction datascience deeplearning machine-learning machinelearning probability probability-distribution probability-distributions

3,349 stars
269 forks
780 projects

Last updated: 15 Apr 2024

awesome-ai-in-finance

πŸ”¬ A curated list of awesome LLMs & deep learning strategies & tools in financial market.

analysis awesome awesome-list cryptocurrency deep-learning financial neural-network quant quantitative-finance reinforcement-learning

2,911 stars
367 forks
135 projects

Last updated: 18 May 2024

awesome-systematic-trading

A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading.

algorithmic-trading algotrading alpha arbitrage-bot awesome awesome-list book finance futures futures-historical-data

2,868 stars
457 forks
217 projects

Last updated: 16 Apr 2024

awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

pytorch semantic-segmentation

2,757 stars
578 forks
35 projects

Last updated: 18 May 2024

awesome-game-security

awesome game security [Welcome to PR]

android anti anticheat antidebug awesome cheat cpp dbg debug driver

2,260 stars
342 forks
86 projects

Last updated: 15 Apr 2024

awesome-quantified-self

:bar_chart: Websites, Resources, Devices, Wearables, Applications, and Platforms for Self Tracking

awesome awesome-list list lists quantified quantified-self self tracking wearables

2,182 stars
151 forks
188 projects

Last updated: 22 Apr 2024

awesome-generative-ai

A curated list of Generative AI tools, works, models, and references

ai-art awesome awesome-list chatgpt dall-e dalle2 embeddings generative-ai gpt-4 llm

2,087 stars
306 forks
955 projects

Last updated: 28 May 2024

awesome-windows-kernel-security-development

windows kernel security development

antirootkit antivirus bootkit driver framework rootkit shellcode

1,900 stars
537 forks
1,880 projects

Last updated: 19 May 2024

awesome-systematic-trading

A curated list of insanely awesome libraries, packages and resources for systematic trading. Crypto, Stock, Futures, Options, CFDs, FX, and more | ι‡εŒ–δΊ€ζ˜“ | ι‡εŒ–ζŠ•θ΅„

algorithmic-trading alpha awesome-list backtesting bitcoin cryptocurrencies cryptocurrency finance finances golang

1,691 stars
233 forks
215 projects

Last updated: 22 May 2024

awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

awesome binarization binarized-neural-networks binary-network deep-learning efficient-deep-learning lightweight-neural-network model-acceleration model-compression model-quantization

1,656 stars
200 forks
527 projects

Last updated: 22 May 2024

awesome-deep-trading

List of awesome resources for machine learning-based algorithmic trading

cryptocurrency deep-learning deep-neural-networks deep-reinforcement-learning deep-trading fintech frequency-trading machine-learning quantitative-trading stock-trading

1,401 stars
297 forks
94 projects

Last updated: 20 May 2024

awesome-semantic-web

A curated list of various semantic web and linked data resources.

awesome awesome-list owl r2rml rdf semantic-web sparql

1,328 stars
234 forks
998 projects

Last updated: 22 May 2024

awesome-economics

A curated collection of links for economists

american-economic-association awesome awesome-list economics economist graduate learning list literature paper

1,243 stars
192 forks
94 projects

Last updated: 22 May 2024

awesome-search

Awesome Search - this is all about the (e-commerce, but not only) search and its awesomeness

autocomplete-suggestions ecommerce-search evaluating-search knowledge-graph learning-to-rank natural-language-processing query-understanding ranking relevance-algorithms relevant-search

1,239 stars
104 forks
368 projects

Last updated: 19 May 2024

awesome-face

An awesome face technology repository.

artificial-intelligence awesome-face deep-learning face face-3d face-action face-anti-spoofing face-benchmark face-clustering face-code

1,232 stars
215 forks
253 projects

Last updated: 06 May 2024

awesome-anti-censorship

curated list of open-source anti-censorship tools

anticensorship awesome censorship censorship-circumvention decentralized firewall p2p proxy tunnel

1,038 stars
91 forks
77 projects

Last updated: 29 May 2024

Awesome-Efficient-LLM

A curated list for Efficient Large Language Models

compression efficient-llm knowledge-distillation language-model llm llm-compression model-quantization pruning-algorithms

850 stars
63 forks
382 projects

Last updated: 29 May 2024

awesome-AutoML-and-Lightweight-Models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

architecture-search automated-feature-engineering automl awesome-list hyperparameter-optimization meta-learning model-acceleration model-compression nas neural-architecture-search

827 stars
160 forks
150 projects

Last updated: 17 May 2024

awesome-emdl

Embedded and mobile deep learning research resources

deep-learning deep-neural-networks efficient-neural-networks embedded-ai inference mobile-ai mobile-deep-learning mobile-inference neural-network-compression pruning

723 stars
166 forks
147 projects

Last updated: 18 May 2024

awesome-algorithmic-trading

A curated list of awesome algorithmic trading frameworks, libraries, software and resources

algorithmic-trading-strategies factor-model machine-learning pairs-trading quantitative-analysis quantitative-finance quantitative-trading trading trading-strategies

704 stars
155 forks
51 projects

Last updated: 21 May 2024

awesome-anti-forensic

Tools and packages that are used for countering forensic activities, including encryption, steganography, and anything that modify attributes. This all includes tools to work with anything in general that makes changes to a system for the purposes of hiding information.

anti-forensic anti-forensics antiforensics awesome awesome-list cybersecurity forensic-analysis security

655 stars
81 forks
143 projects

Last updated: 13 Apr 2024

awesome-forensics

Awesome Forensics Resources. Almost 300 open source forensics tools, and 600 blog posts about forensics.

anti-forensics forensics

604 stars
111 forks
853 projects

Last updated: 17 May 2024

Awesome-LLM-Uncertainty-Reliability-Robustness

Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models

awesome-list calibration chain-of-thought chatgpt gpt-3 gpt-4 hallucination in-context-learning large-language-models llms

527 stars
36 forks
189 projects

Last updated: 22 May 2024

awesome-knowledge-management

A curated list of amazingly awesome articles, people, applications, software libraries and projects related to the knowledge management space

awesome awesome-list graph-database knowledge-graph knowledge-management semantic-web

523 stars
26 forks
173 projects

Last updated: 18 May 2024

awesome-computer-vision-models

A list of popular deep learning models related to classification, segmentation and detection problems

awesome awesome-list awesome-lists computer-vision computer-vision-algorithms deep-learning densenet diracnet efficientnet image-classification

498 stars
93 forks
189 projects

Last updated: 28 May 2024

awesome-ml-model-compression

Awesome machine learning model compression research papers, tools, and learning material.

awesome-list machine-learning model-compression neural-networks pruning quantization

446 stars
57 forks
113 projects

Last updated: 29 May 2024

awesome-uncertainty-deeplearning

This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning models.

awesome awesome-resources deep-learning deep-learning-tutorials deep-neural-networks machine-learning uncertainty-analysis uncertainty-estimation uncertainty-neural-networks uncertainty-quantification

396 stars
40 forks
49 projects

Last updated: 16 May 2024

awesome-ai-infrastructures

Infrastructuresβ„’ for Machine Learning Training/Inference in Production.

apache-arrow apache-mesos apache-spark artificial-intelligence awesome-list deep-learning deep-learning-framework federated-learning knowledge-distillation kubernetes

368 stars
71 forks
31 projects

Last updated: 31 Mar 2024

awesome-biomarkers

Curated List of Biomarkers, Blood Tests, and Blood Tracking

awesome awesome-list biomarker-discovery biomarkers blood blood-test blood-tracking quantified quantified-self vitamin

337 stars
24 forks
45 projects

Last updated: 08 Apr 2024

awesome-semantic-search

A curated list of awesome resources related to Semantic SearchπŸ”Ž and Semantic Similarity tasks.

awesome awesome-list hacktoberfest information-retrieval information-retrival nlp ranking semantic-search semantic-similarity sentence-embeddings

323 stars
27 forks
152 projects

Last updated: 19 May 2024

awesome-azure-openai-llm

"Awesome-LLM: a curated list of Azure OpenAI & Large Language Models" πŸ”ŽReferences to Azure OpenAI, πŸ¦™Large Language Models, and related 🌌 services and πŸŽ‹libraries.

awesome awesome-list azure-openai azureopenai cheetsheet copilot generative-ai gpt langchain large-language-models

269 stars
36 forks
746 projects

Last updated: 31 May 2024

awesome-edge-machine-learning

A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.

auto-ml awesome-list edge edge-deep-learning edge-machine-learning efficient-architectures embedded-machine-learning federated-learning iot mobile-machine-learning

240 stars
51 forks
44 projects

Last updated: 14 May 2024

awesome-ontology

A curated list of ontology things

knowledge-base knowledge-graph linked-data ontology rdf semantic-web

233 stars
19 forks
169 projects

Last updated: 18 May 2024

awesome-quantization-and-fixed-point-training

Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design

fixed-point network-compression quantization

151 stars
24 forks
114 projects

Last updated: 19 May 2024

awesome-GLAM-semweb

A curated list of various semantic web and linked data resources for heritage, humanities and art history practitioners.

awesome awesome-list cidoc-crm glam ontologies rdf semantic-web vocabulary

106 stars
7 forks
228 projects

Last updated: 10 May 2024

awesome-efficient-aigc

A list of papers, docs, codes about efficient AIGC. This repo is aimed to provide the info for efficient AIGC research, including language and vision, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

aigc diffusion-models distillation efficient-deep-learning generative-model large-language-models llm model-compression model-quantization pruning

105 stars
10 forks
265 projects

Last updated: 29 May 2024

awesome-humanities-ontologies

A curated list of ontologies for Digital Humanities

digital-humanities humanities linked-data ontologies semantic-web

86 stars
12 forks
37 projects

Last updated: 10 May 2024

awesome-topic-models

✨ Awesome - A curated list of amazing Topic Models (implementations, libraries, and resources)

author-topic-model awesome awesome-list dirichlet-multinomial dirichlet-process-mixtures dynamic-topic-modeling hierarchical-dirichlet-processes labeled-lda latent-dirichlet-allocation latent-semantic-analysis

75 stars
5 forks
238 projects

Last updated: 27 Apr 2024

NLP-Guide

Natural Language Processing (NLP). Covering topics such as Tokenization, Part Of Speech tagging (POS), Machine translation, Named Entity Recognition (NER), Classification, and Sentiment analysis.

awesome awesome-list gpt-3 langauge-model machine-translation natural-language natural-language-processing natural-language-procressing nlp nlp-keywords-extraction

66 stars
5 forks
354 projects

Last updated: 24 Apr 2024

awesome-semantic-web

A curated list of various semantic web and linked data resources.

awesome-list identity-representations microdata microformat ontology rdf semantic-web vocabularies

56 stars
5 forks
34 projects

Last updated: 26 Apr 2024

Awesome-Domain-Adaptation

:sunglasses: A curated list of domain adaptation papers, datasets and other resources.

awesome classification detection domain-adaptation semantic-segmentation

45 stars
6 forks
38 projects

Last updated: 07 Feb 2024

awesome-diff-tools

Awesome tools that show differences between files and folders.

awesome awesome-list diff diffs semantic-diff

40 stars
3 forks
33 projects

Last updated: 28 May 2024

Awesome-LLM-Self-Consistency

Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models

chain-of-thought chatgpt compositional-consistency factual-consistency gpt-3 gpt-4 hypothetical-consistency llms llms-reasoning logical-consistency

37 stars
2 forks
45 projects

Last updated: 03 May 2024

awesome-semantic-segmentation

awesome-semantic-segmentation - list of awesome things around semantic segmentation :tada:

awesome awesome-list benchmark deep-learning fcn fully-convolutional-networks rcnn segmentation semantic-segmentation

21 stars
2 forks
59 projects

Last updated: 27 Nov 2023

awesome-approximate-dnn

Curated content for DNN approximation, acceleration ... with a focus on hardware accelerator and deployment

approximate-computing curated-list deep-learning deep-neural-networks edge-computing pruning quantization

20 stars
5 forks
78 projects

Last updated: 15 May 2024

awesome-nutrition-tracking

List of awesome nutrition tracking software.

awesome awesome-list calories food food-data health macros nutrition nutrition-tracking quantified-self

19 stars
2 forks
41 projects

Last updated: 06 May 2024

awesome-semantic-web-business

A curated list of awesome resources that feature usages of Semantic Web technologies in business cases (applications)

awesome awesome-list business linked-data ontology rdf semantic-web sparql

17 stars
3 forks
71 projects

Last updated: 26 Jan 2023

awesome-Transformers-For-Segmentation

Semantic segmentation is an important job in computer vision, and its applications have grown in popularity over the last decade.We grouped the publications that used various forms of segmentation in this repository. Particularly, every paper is built on a transformer.

computer-vision encoder-decoder instance-segmentation multihead-attention segmentation self-attention semantic-segmentation transformer

16 stars
0 forks
207 projects

Last updated: 18 May 2024

awesome-iitc-plugins

A collection of amazing plugins for IITC

iitc iitc-ce iitc-plugin iitc-plugins ingress niantic

13 stars
0 forks
59 projects

Last updated: 04 May 2024

awesome-semantic-tools

List of projects related to Ontology engineering and Semantic Web technologies that make a geek smile for they exist.

awesome-list metadata ontology owl owl2 rdf semantic-web sparql tools

13 stars
4 forks
34 projects

Last updated: 01 May 2024

fucking-awesome-zsh-plugins

A collection of ZSH frameworks, plugins, themes and tutorials. With repository stars⭐ and forks🍴

antigen awesome awesome-list collection hacktoberfest list oh-my-zsh shell-scripts zgen zgenom

8 stars
1 forks
2,172 projects

Last updated: 23 May 2024

awesome-action-prediction-list

A curated list of papers and resources linked to action anticipation and early action recognition from videos.

action-anticipation action-prediction action-recognition awesome-list awesome-papers computer-vision deep-learning early-action-recognition

7 stars
0 forks
46 projects

Last updated: 07 Apr 2024

awesome-deep-model-compression

Awesome Deep Model Compression

awesome-list deep-learning model-compression model-distillation neural-network pruning python quantization

2 stars
0 forks
37 projects

Last updated: 10 Feb 2023

awesome-bfo

A curated list of various BFO and BFO-related resources.

barry-smith bfo linked-data ontology semantic-web

1 stars
0 forks
44 projects

Last updated: 11 Apr 2024

Keywords
awesome-list 2,638 awesome 2,333 machine-learning 345 list 304 deep-learning 295 resources 238 hacktoberfest 206 awesome-lists 200 lists 164 python 160 javascript 139 security 121 computer-vision 108 blockchain 105 data-science 87 artificial-intelligence 86 ai 78 nlp 78 react 73 open-source 73 tools 71 curated-list 66 android 66 natural-language-processing 66 chatgpt 65 ethereum 62 ios 60 learning 60 linux 58 awesome-readme 57 devops 55 papers 54 css 53 llm 52 reinforcement-learning 50 nodejs 49 kubernetes 45 computer-science 45 awesome-resources 44 game-development 44 robotics 43 golang 42 tutorial 42 macos 41 large-language-models 41 privacy 40 bitcoin 39 frontend 39 design 39 paper 39 java 38 deep-neural-networks 37 datasets 37 php 37 cybersecurity 37 programming 36 collection 36 openai 35 cryptocurrency 35 development 35 cloud 35 books 35 web 35 web3 34 rust 34 dataset 34 go 33 hacking 33 swift 32 opensource 31 data 31 security-tools 30 neural-network 30 education 30 gamedev 29 data-visualization 29 database 29 iot 29 tutorials 28 research 27 gpt 27 aws 27 vue 27 html 26 community 26 architecture 25 tensorflow 25 smart-contracts 25 libraries 25 free 25 collections 25 github 24 courses 24 flutter 24 software 24 paper-list 23 gpt-4 23 developer-tools 23 solidity 23 framework 23 docker 23 ruby 23 automation 22 algorithms 22 hardware 22 game 22 bioinformatics 22 typescript 22 testing 21 reactjs 21 object-detection 21 gpt-3 21 react-native 21 video 21 games 21 defi 21 cpp 20 documentation 20 links 20 api 20 angular 20 music 19 audio 19 startups 19 best-practices 19 survey 19 science 19 graph-neural-networks 19 dotnet 18 unity 18 pytorch 18 csharp 18 federated-learning 18 serverless 18 software-engineering 18 productivity 18 awesomeness 18 embedded 18 self-supervised-learning 18 hacktoberfest-accepted 18 web-development 18 windows 18 segmentation 18 knowledge-graph 17 cryptography 17 transformer 17 neural-networks 17 interview 17 ml 17 youtube 17 raspberry-pi 17 microsoft 17 computer-graphics 17 visualization 17 mobile 17 awsome 17 llms 17 infosec 17 data-mining 17 data-analysis 16 kotlin 16 slam 16 programming-language 16 containers 16 pentesting 16 r 16 apple 16 deeplearning 16 markdown 16 time-series 16 osint 16 cloud-computing 16 git 16 crypto 15 django 15 image-processing 15 multimodal 15 roadmap 15 penetration-testing 15 decentralized 15 ui 15 c 15 engineering 15 azure 15 front-end 15 opendata 15 big-data 14 cli 14 marketing 14 blogs 14 chinese 14 language 14 mathematics 14 awsome-list 14 game-engine 14 startup 14 jobs 14 machinelearning 14 deep-reinforcement-learning 14 website 14 graphql 14 graph 14 cloud-native 14 guidelines 14 microservices 14 sql 13 knowledge 13 coding 13 saas 13 reverse-engineering 13 detection 13 multimodal-deep-learning 13 autonomous-vehicles 13 statistics 13 self-hosted 13 optimization 13 autonomous-driving 13 python3 13 webgl 13 vuejs 13 llama 12 generative-adversarial-network 12 recommender-system 12 dart 12 chatbot 12 podcast 12 representation-learning 12 bash 12 data-engineering 12 bugbounty 12 speech-recognition 12 finance 12 prompt-engineering 12 mlops 12 cms 12 stable-diffusion 12 diffusion-models 12 backend 12 webassembly 12 generative-ai 12 generative-art 12 mysql 12 gis 12 ros 12 devsecops 12 svelte 12 wordpress 12 software-development 12 analytics 12 library 12 code 12 distributed-systems 12 bert 12 cheatsheet 11 ecommerce 11 automl 11 p2p 11 monitoring 11 remote-sensing 11 icons 11 resource 11 laravel 11 hacktoberfest2020 11 microservice 11 seo 11 dapp 11 pwa 11 pentest 11 technology 11 algorithm 11 networking 11 curated 11 elasticsearch 11 gan 11 data-structures 11 node 10 graphics 10 question-answering 10 android-development 10 search 10 transfer-learning 10 transformers 10 point-cloud 10 course 10 dotnet-core 10 android-library 10 text-mining 10 graphics-programming 10 mac 10 vscode 10 unicorns 10 oss 10 unity3d 10 static-analysis 10 hacktoberfest2021 10 rails 10 plugins 10 prompt 10 model-compression 10 apps 10 terminal 10 wasm 10 evm 10 articles 10 front-end-development 10 blog 10 guide 10 storage 10 malware-analysis 10 performance 10 open-data 10 search-engine 10 telegram 10 creative-coding 9 readme 9 fuzzing 9 language-model 9 podcasts 9 fpga 9 free-software 9 sysadmin 9 vision-and-language 9 reddit 9 gpts 9 indonesia 9 js 9 frameworks 9 speech-processing 9 reading-list 9 malware 9 pose-estimation 9 planning 9 conference 9 react-components 9 ansible 9 trading 9 font 9 projects 9 gaming 9 book 9 foss 9 movies 9 semantic-web 9 design-systems 9 quantum-computing 9 command-line 9 interview-questions 9 swiftui 9 vr 9 webpack 9 quantization 9 simulation 9 databases 9 interpretability 9 authentication 9 discord 9 ubuntu 8 in-context-learning 8 leadership 8 animation 8 blockchain-technology 8 google 8 static-site-generator 8 time-series-analysis 8 multimodal-learning 8 operating-system 8 privacy-tools 8 xai 8 neural-architecture-search 8 edge-computing 8 cvpr 8 prometheus 8 microservices-architecture 8 ux 8 sentiment-analysis 8 websites 8 machine-learning-algorithms 8 pruning 8 twitter 8 few-shot-learning 8 cv 8 tracking 8 email 8 augmented-reality 8 3d-graphics 8 korean 8 xcode 8 article 8 fairness 8 text-to-image 8 art 8 jupyter-notebook 8 postgresql 8 system-design 8 application 8 anomaly-detection 8 developer 8 vision-transformer 8 classification 8 management 8 generative-model 8 spring-boot 8 yolo 8 arduino 8 programming-languages 8 bsd 8 learning-resources 8 chatgpt-api 8 bookmarks 8 cross-platform 8 gpu 8 json 8 videos 8 ide 8 erlang 8 nerf 8 geospatial 8 ctf 8 hosting 8 powershell 8 haskell 8 infrastructure-as-code 7 flutter-examples 7 applications 7 tips 7 infrastructure 7 hacks 7 knowledge-base 7 code-generation 7 npm 7 healthcare 7 btc 7 flutter-apps 7 drug-discovery 7 adversarial-machine-learning 7 checklist 7 physics 7 adversarial-attacks 7 paas 7 wordpress-plugin 7 distributed-computing 7 reference 7 terraform 7 nginx 7 explainable-ai 7 cheatsheets 7 domain-adaptation 7 beginner-friendly 7 speech-to-text 7 load-testing 7 guides 7 awesome-go 7 3d-vision 7 unsupervised-learning 7 meta-learning 7 chemistry 7 ionic 7 golang-library 7 vulnerabilities 7 spark 7 hacking-tools 7 chinese-translation 7 webcomponents 7 nosql 7 notes 7 climate-change 7 image-classification 7 rest-api 7 opengl 7 3d 7 bots 7 open-science 7 interview-preparation 7 leetcode 7 gcp 7 selfhosted 7 maps 7 map 7 software-architecture 7 semantic-segmentation 7 aigc 7 network 7 forensics 7 writing 7 fintech 7 earth-observation 7 lightning-network 7 flask 7 social-network 7 production 7 sre 7 speech 7 conferences 7 curated-lists 7 minecraft 7 ui-design 7 reasoning 7 k8s 7 review 6 reinforcement-learning-algorithms 6