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eriklindernoren/ML-From-Scratch

Barebones NumPy ML implementations for learning

31.0K
Archived
Python
Computer Vision
Example Projects
NumPy
#machine-learning#deep-learning#numpy

Lightning-AI/pytorch-lightning

PyTorch Lightning simplifies deep learning training and deployment at scale.

30.9K
Active
Python
ML Ops
Inference
PyTorch
#pytorch#deep-learning#ml-ops

AMAI-GmbH/AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

30.8K
Stable
JavaScript
LLM Frameworks
Tutorials & Courses
Next.js
#AI Roadmap#Artificial Intelligence Expert#JavaScript

ityouknow/spring-boot-examples

Spring Boot 3.0 示例代码库，帮助开发者快速上手和掌握 Spring Boot 各组件的使用。

30.6K
Archived
Java
Backend Frameworks
Example Projects
Spring Boot
#spring-boot#java#example-projects

iperov/DeepFaceLive

Real-time face swap for PC streaming or video calls

30.6K
Archived
Python
Local AI & Model Runners
Frontend Frameworks
Next.js
#DeepFaceLive#Real-time face swap#Python

tatsu-lab/stanford_alpaca

Train and fine-tune Alpaca, an instruction-following LLaMA model with 52K data points.

30.3K
Archived
Python
Fine-tuning
LLM Wrappers & SDKs
LLaMA
#alpaca#llama#fine-tuning

cfenollosa/os-tutorial

Learn to create an OS from scratch with step-by-step tutorials and code examples.

30.2K
Active
C
Linux Distros
Tutorials & Courses
#os-development#kernel-programming#low-level-programming

sunface/rust-course

Comprehensive Rust learning resource with in-depth tutorials, exercises, and practical examples for developers

30.0K
Active
Rust
Tutorials & Courses
Documentation
Rust
#rust#rust-book#programming-course

ageron/handson-ml2

Hands-on Machine Learning with Python, Scikit-Learn, Keras, and TensorFlow 2.

29.9K
Archived
Jupyter Notebook
ML Ops
Tutorials & Courses
Scikit-Learn
#machine-learning#deep-learning#python

AllThingsSmitty/css-protips

A collection of tips to help take your CSS skills pro

29.9K
Experimental
CSS Tricks
Cheatsheets
Next.js
#css-tricks#css-flexbox#css-grid

google-research/tuning_playbook

Deep learning tuning playbook for maximizing model performance

29.9K
Archived
Fine-tuning
#deep-learning#hyperparameter-tuning#model-optimization

JushBJJ/Mr.-Ranedeer-AI-Tutor

Personalized AI tutor using GPT-4 for customizable learning experiences

29.7K
Stable
Agents & Orchestration
Tutorials & Courses
#ai-tutor#gpt-4#education

MichaelCade/90DaysOfDevOps

Structured DevOps learning path with community resources

29.4K
Experimental
Shell
Tutorials & Courses
Infrastructure as Code
#devops#iac#ansible

qdrant/qdrant

Vector database for AI applications

29.3K
Active
Rust
Vector Databases
RAG & Vector
#vector-database#ai-search#embeddings-similarity

JaidedAI/EasyOCR

OCR library with 80+ languages and scripts support

29.0K
Stable
Python
Computer Vision
#ocr#computer-vision#image-processing

wuyouzhuguli/SpringAll

Comprehensive Spring framework learning resources with tutorials and code examples

29.0K
Archived
Java
Backend Frameworks
Spring
#spring-boot#spring-cloud#java

donnemartin/data-science-ipython-notebooks

Data science Python notebooks covering deep learning, machine learning, big data, and more.

28.9K
Archived
Python
Computer Vision
ML Ops
TensorFlow
#data-science#deep-learning#machine-learning

zhiwehu/Python-programming-exercises

100+ Python programming exercises for practice and learning

28.8K
Experimental
Coding Challenges
#python#coding-exercises#practice-projects

ZuzooVn/machine-learning-for-software-engineers

Study plan for software engineers to become machine learning engineers

28.7K
Archived
ML Ops
Tutorials & Courses
#machine-learning#software-engineering#study-plan

eugeneyan/applied-ml

Curated resources for data science and machine learning in production

28.7K
Archived
ML Ops
Awesome Lists
#machine-learning#data-science#ml-ops
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