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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

d2l-ai/d2l-en

Interactive deep learning book with code and math

28.4K
Archived
Python
Computer Vision
Books & Guides
Jupyter
#deep-learning#machine-learning#computer-vision

stanford-oval/storm

LLM-powered knowledge curation system for generating research reports with citations

28.0K
Stable
Python
Agent Coordination
RAG & Vector
Python
#agentic-rag#deep-research#knowledge-curation

afshinea/stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning course

19.3K
Archived
Cheatsheets
#cheatsheet#cs229#machine-learning

chiphuyen/stanford-tensorflow-tutorials

This repository contains code examples for Stanford's TensorFlow for Deep Learning Research course.

10.4K
Archived
Python
LLM Frameworks
TensorFlow
#deep-learning#natural-language-processing#machine-learning

stanfordnlp/CoreNLP

CoreNLP is a comprehensive NLP toolkit that provides powerful language processing capabilities for Java developers.

10.1K
Active
Java
NLP Frameworks
Java
#natural-language-processing#named-entity-recognition#parsing

stanfordnlp/stanza

A powerful Python NLP library for tokenization, sentence segmentation, named entity recognition, and parsing of many languages.

7.7K
Active
Python
NLP Frameworks
API Frameworks
PyTorch
#natural-language-processing#machine-learning#deep-learning

bitwiseshiftleft/sjcl

Deprecated JavaScript cryptography library from Stanford that may be useful for historical projects.

7.2K
Active
JavaScript
General Utilities
#cryptography#javascript#deprecated

greyhatguy007/Machine-Learning-Specialization-Coursera

Solutions and notes for the Machine Learning Specialization by Andrew NG on Coursera.

7.1K
Stable
Jupyter Notebook
Tutorials & Courses
Jupyter Notebook
#andrew-ng#coursera#machine-learning

afshinea/stanford-cs-230-deep-learning

A collection of cheatsheets for the Stanford CS 230 Deep Learning course, covering key concepts and techniques.

6.9K
Archived
ML Ops
Cheatsheets
#deep-learning#convolutional-neural-networks#recurrent-neural-networks

afshinea/stanford-cme-295-transformers-large-language-models

Comprehensive cheatsheet for learning and using transformers and large language models from Stanford's CME 295 course.

4.1K
Experimental
LLM Frameworks
Cheatsheets
#transformers#large-language-models#machine-learning

real-stanford/diffusion_policy

Diffusion Policy Visuomotor Policy Learning via Action Diffusion

3.8K
Archived
Python
React
#diffusion policy#visuomotor policy learning#action diffusion

stanford-futuredata/ColBERT

State-of-the-art neural search engine

3.8K
Stable
Python
Neural Search
#ColBERT#Natural Language Processing#Search Engine Optimization

cycleuser/Stanford-CS-229

A Chinese translation of Stanford's CS229 machine learning course materials.

3.4K
Archived
MATLAB
Tutorials & Courses
LLM Frameworks
#machine-learning#stanford#chinese-translation

DSKSD/DeepNLP-models-Pytorch

Pytorch implementations of various Deep NLP models used in the Stanford NLP course cs-224n

2.9K
Archived
Jupyter Notebook
LLM Frameworks
Tutorials & Courses
Pytorch
#deep-learning#natural-language-processing#neural-network

mihail911/modern-software-dev-assignments

Assignments for a course on modern software development at Stanford University, focused on Python.

2.9K
Stable
Python
Tutorials & Courses
Backend Frameworks
#python#education#stanford

afshinea/stanford-cs-221-artificial-intelligence

A comprehensive set of cheatsheets for Stanford's CS 221 Artificial Intelligence course.

2.9K
Archived
LLM Frameworks
Cheatsheets
#artificial-intelligence#machine-learning#cheatsheet

snap-stanford/Biomni

Biomni is a general-purpose biomedical AI agent that can be used for a variety of tasks in the healthcare and life sciences domains.

2.8K
Active
Python
Agents & Orchestration
API Frameworks
#biomedicine#healthcare#life-sciences

Machine-Learning-Tokyo/AI_Curriculum

Open source collection of deep learning and reinforcement learning courses from top universities.

2.6K
Archived
LLM Frameworks
Tutorials & Courses
#deep-learning#reinforcement-learning#machine-learning

Nate711/StanfordDoggoProject

An open-source quadruped robot project from Stanford University, focused on legged robotics.

2.5K
Archived
Robotics
#robotics#quadruped#legged-robotics
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