ML Reference Guides ML Frameworks
Quick reference materials, cheat sheets, and summarized documentation for ML/AI concepts and frameworks. Does NOT include full tutorials, course materials, interactive learning platforms, or specialized reference guides for specific prediction tasks.
There are 43 ml reference guides frameworks tracked. 3 score above 50 (established tier). The highest-rated is kailashahirwar/cheatsheets-ai at 51/100 with 15,398 stars.
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
kailashahirwar/cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers... |
|
Established |
| 2 |
bfortuner/ml-glossary
Machine learning glossary |
|
Established |
| 3 |
tirthajyoti/Data-science-best-resources
Carefully curated resource links for data science in one place |
|
Established |
| 4 |
dformoso/machine-learning-mindmap
A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning. |
|
Emerging |
| 5 |
AdiBro/Data-Science-Resources
Data Science related resources and cheatsheets |
|
Emerging |
| 6 |
matyushkin/ds
👨🔬 In Russian: Обновляемая структурированная подборка бесплатных ресурсов... |
|
Emerging |
| 7 |
starkblaze01/Algorithms-Cheatsheet-Resources
🤓All the geeky stuffs you need to know at one place! |
|
Emerging |
| 8 |
frontbenchHQ/Data-Science-Free
Free Resources For Data Science created by Shubham Kumar |
|
Emerging |
| 9 |
FrancescoSaverioZuppichini/Reinforcement-Learning-Cheat-Sheet
Reinforcement Learning Cheat Sheet |
|
Emerging |
| 10 |
aaronwangy/Data-Science-Cheatsheet
A helpful 5-page machine learning cheatsheet to assist with exam reviews,... |
|
Emerging |
| 11 |
SamBelkacem/AI-ML-cheatsheets
Cheatsheets for AI and Machine Learning |
|
Emerging |
| 12 |
MLEveryday/Machine-Learning-Cheatsheets
机器学习备忘录 |
|
Emerging |
| 13 |
gagandeepreehal/Cheatsheets
Quick reference material for techies |
|
Emerging |
| 14 |
airalcorn2/Michael-s-Data-Science-Curriculum
This is the companion curriculum to my guide to becoming a data scientist. |
|
Emerging |
| 15 |
jayinai/ml-cheatsheet
A constantly updated python machine learning cheatsheet |
|
Emerging |
| 16 |
tushar2704/Everyday_Python
Welcome to Everyday Python Sheets – your go-to resource for everyday Python... |
|
Emerging |
| 17 |
Alexoner/AI-cheat-sheet
cheat sheet for Artificial Intelligence |
|
Emerging |
| 18 |
BrianPulfer/ML-Tech-Cheatsheet
"Cheatsheet" repository which uses advanced libraries and features. |
|
Experimental |
| 19 |
ttariqaziz/data_science_cheat_sheets
All updated cheat sheets regarding data science, data analysis provided by... |
|
Experimental |
| 20 |
DL1943/DL1943-cheatsheet
DL1943 Deep Learning Cheatsheet codebase |
|
Experimental |
| 21 |
yashprakash13/Python-Cool-Concepts
All noteworthy Python tricks, tips, and cheatsheets! |
|
Experimental |
| 22 |
tushar2704/Taipy-Cheat-Sheets
Taipy Cheat Sheets - All of Taipy with Taipy Application |
|
Experimental |
| 23 |
CSCheatsheets/mle-cheatsheet
Cheatsheet for Machine Learning Engineer. |
|
Experimental |
| 24 |
alexfdez1010/micromaster_statistics_data_science_cheatsheet
Cheatsheets for the micromaster in statistics and data science of MIT |
|
Experimental |
| 25 |
mikewlange/cheatsheets-ai-fork
Cheat Sheets for deep learning and machine learning. |
|
Experimental |
| 26 |
ma-mehralian/cheat_sheets
Some of my courses fragmentary cheat sheets in LaTex. |
|
Experimental |
| 27 |
kahramankostas/CheatSheets
CheatSheets about python , ml etc. |
|
Experimental |
| 28 |
4ngelojr/AI-ML-Cheatsheets
🗂️ Access essential AI and ML concepts with quick-reference cheatsheets for... |
|
Experimental |
| 29 |
OpenCoreCH/ethz_cs_summaries
Summaries / Cheat Sheets created at ETH Zurich BsC Computer Science & MsC... |
|
Experimental |
| 30 |
jordanmendler/project-cheatsheet
Compilation of cheatsheets related to AI, Machine Learning, Software Development, etc |
|
Experimental |
| 31 |
imarranz/data-science-essential-guides
A minimalist static website for hosting and exploring the Essential Guides... |
|
Experimental |
| 32 |
Jerin06/data-science-days
A list of comprehensive guides, cheatsheets, roadmaps, and hands-on labs to... |
|
Experimental |
| 33 |
KiarashS/Files
My Directory (Files, URLs, etc.) |
|
Experimental |
| 34 |
Hoopoes/CodersInventory
An Open Source Community for Code Snippets |
|
Experimental |
| 35 |
ozanyetkin/ml-cheatsheet
Cheat sheet for ML models based on scikit-learn, tensorflow, pytorch,... |
|
Experimental |
| 36 |
Ishan2608/Cheat-Sheets
A repo of guide books. |
|
Experimental |
| 37 |
khosro06001/bellman-equation-as-dot-products
Most presentations of the Bellman Expectation Equation use either scalar... |
|
Experimental |
| 38 |
vmarffaaa/Das_Coder_ML-Engineer-Journey-2027
🚀 Master machine learning through a structured journey, documenting progress... |
|
Experimental |
| 39 |
tushar2704/Everyday-SQL
Welcome to Everyday SQL Sheets – your go-to resource for everyday SQL cheat... |
|
Experimental |
| 40 |
mlnjsh/data-science-cheatsheets
Comprehensive cheatsheets for Data Science, Machine Learning, Statistics,... |
|
Experimental |
| 41 |
DolMalin/AICheatSheet
A non-exhaustive cheat sheet about what I learned in AI during the last... |
|
Experimental |
| 42 |
Develop-Packt/Introduction-to-Data-System-Design
You will look at some existing system designs and analyze the reasons for... |
|
Experimental |
| 43 |
alessandro1802/ml-visualizations
A Python cheatcheet for Machine Learning visualizations. |
|
Experimental |