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dalmia/Deep-Learning-Book-Chapter-Summaries

A collection of chapter summaries for the Deep Learning Book, making it easier to understand.

1.1K
Archived
Jupyter Notebook
Learning & Education
#deep-learning#machine-learning#mathematics

akelleh/causality

Tools for causal analysis, helping developers understand and model causal relationships in their data.

1.1K
Experimental
Python
AI SDKs & Wrappers
Data Analysis & Modeling
#causal-analysis#data-modeling#statistical-inference

rasbt/LLM-workshop-2024

A workshop to understand how large language models (LLMs) are implemented and used in Python and PyTorch.

1.1K
Archived
Jupyter Notebook
LLM Frameworks
Tutorials & Courses
PyTorch
#large-language-models#llm#transformer

trebonian/visual6502

A JavaScript-based transistor-level simulation of the 6502 microprocessor, useful for understanding hardware design.

1.1K
Archived
JavaScript
Embedded
Tutorials & Courses
JavaScript
#hardware-simulation#microprocessor#6502

KyleBanks/depth

A command-line tool to visualize Go dependency trees, useful for understanding project dependencies.

1.1K
Archived
Go
CLI Tools
API Frameworks
#go#dependency-management#visualization

David-DiGioia/vulkan-diagrams

Diagrams and visualizations to understand the relationships between Vulkan objects and their usage.

1.1K
Experimental
Documentation
API Frameworks
#vulkan#diagrams#graphics-programming

Strilanc/Quirk

A drag-and-drop quantum circuit simulator that runs in the browser for exploring small quantum circuits.

1.1K
Archived
JavaScript
Simulation
Frontend Frameworks
JavaScript
#quantum-computing#simulation#visualization

shekhargulati/30-seconds-of-java

A curated collection of useful Java code snippets for developers to quickly understand and use.

1.1K
Archived
Java
Cheatsheets
Awesome Lists
#java#code-snippets#learning-resource

Megafunk/MassSample

A C++ sample project demonstrating the use of Unreal Engine 5's experimental ECS plugin.

1.1K
Stable
C++
API Frameworks
CLI Tools
#unreal-engine#ecs#sample-project

chatopera/insuranceqa-corpus-zh

An open-source corpus dataset for chatbots and question-answering systems in the insurance domain.

1.0K
Experimental
Python
LLM Frameworks
CMS & Content
#chatbot#corpus#dataset

godbasin/vue-ebook

A Vue.js book for developers to understand and master the Vue.js framework through practical examples.

1.0K
Archived
Shell
Component Libraries (Vue/Svelte)
Books & Guides
Vue
#vue#javascript#frontend

openjdk/jol

A Java library for analyzing and understanding the internal layout of Java objects in memory.

1.0K
Active
Java
CLI Tools
API Frameworks
#java#object-layout#memory-analysis

sicara/tf-explain

An interpretability library for TensorFlow 2 Keras models, providing visualization and understanding of model behavior.

1.0K
Archived
Python
Interpretability
Visualization
TensorFlow
#deep-learning#machine-learning#tensorflow

WebGLSamples/WebGL2Samples

Short and easy-to-understand samples demonstrating WebGL 2 features for web developers.

1.0K
Archived
HTML
Animation & Motion
Frontend Frameworks
Web Development
#webgl#graphics#animation

mert-kurttutan/torchview

torchview is a Python library for visualizing PyTorch models, helping developers understand and debug their neural networks.

1.0K
Experimental
Python
Visualization
IDE Extensions
PyTorch
#pytorch#machine-learning#deep-learning

RexYing/gnn-model-explainer

An explainable GNN (Graph Neural Network) library for interpreting and understanding GNN models.

1.0K
Archived
Python
Explainability
Graph ML
Python
#graph-neural-networks#explainable-ai#model-interpretability

tobegit3hub/understand_linux_process

An open-source ebook on understanding Linux processes, useful for system-level developers.

1.0K
Archived
Dockerfile
Books & Guides
Linux Distros
#linux#process-management#system-administration

rstudio/pointblank

Data quality assessment and reporting tool for data frames and database tables in R

1.0K
Active
R
Data Validation
Testing
#data-quality#data-validation#data-testing

turtlesoupy/this-word-does-not-exist

A Python project that generates realistic-sounding text using a pre-trained GPT-2 model, useful for AI coding tools and language generation.

1.0K
Archived
Python
LLM Frameworks
AI Code Generation
Python
#natural-language-generation#transformers#machine-learning

iReaderAndroid/ZeusPlugin

A mature and easy-to-understand Android plugin framework for commercial projects with millions of daily active users.

1.0K
Archived
Java
Android
#android#plugin#framework
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