DEV Community

Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

Posts

👋 Sign in for the ability to sort posts by relevant, latest, or top.
PyTorch 2.14: clamp's Boundary Gradient Silently Changes, bfloat16 Complex Promotion Now Raises, cholesky/qr Removed

PyTorch 2.14: clamp's Boundary Gradient Silently Changes, bfloat16 Complex Promotion Now Raises, cholesky/qr Removed

1
Comments
4 min read
Why "Accuracy" Is the Wrong Metric for Probabilistic Prediction Models

Why "Accuracy" Is the Wrong Metric for Probabilistic Prediction Models

Comments
4 min read
Can an ML model actually avoid making false positives and how do you know your model isn`t just memorising patterns ?

Can an ML model actually avoid making false positives and how do you know your model isn`t just memorising patterns ?

Comments
1 min read
NVIDIA Just Bought the Town Square of Open-Source AI for $12.9 Billion. Here Is What You Should Actually Do About It

NVIDIA Just Bought the Town Square of Open-Source AI for $12.9 Billion. Here Is What You Should Actually Do About It

Comments
9 min read
Inverse Problems: Why Predicting Backward Is Harder Than It Looks

Inverse Problems: Why Predicting Backward Is Harder Than It Looks

Comments
6 min read
Semantic Search in C++ without Python, libtorch or ONNX Runtime

Semantic Search in C++ without Python, libtorch or ONNX Runtime

3
Comments
10 min read
GRPO, Dr. GRPO, and DAPO Explained — The One Identity That Unifies All Three

GRPO, Dr. GRPO, and DAPO Explained — The One Identity That Unifies All Three

Comments
5 min read
AI Pricing This Week: DeepSeek Gets Cheaper, Claude Sonnet 5 Gets Pricier

AI Pricing This Week: DeepSeek Gets Cheaper, Claude Sonnet 5 Gets Pricier

1
Comments
1 min read
99.4% Accurate but still completely useless?

99.4% Accurate but still completely useless?

Comments 1
2 min read
LLM Training Data Extraction: Production Models Are Access-Control-Free Archives

LLM Training Data Extraction: Production Models Are Access-Control-Free Archives

Comments
4 min read
Zero-Knowledge Federated Learning for Privacy-Preserving 5G Authentication

Zero-Knowledge Federated Learning for Privacy-Preserving 5G Authentication

Comments
1 min read
Can AI analyze stocks? What it does well, and where it fails

Can AI analyze stocks? What it does well, and where it fails

Comments
6 min read
Structured Output From LLMs: A Retry-Repair Loop Your Parser Never Sees Through

Structured Output From LLMs: A Retry-Repair Loop Your Parser Never Sees Through

Comments
9 min read
The Advice Was "Build on Unique Data." Mine Was a House.

The Advice Was "Build on Unique Data." Mine Was a House.

Comments
7 min read
🛡️ NeuralGuard: Building an AI-powered Vulnerable Code Detector for Pull Requests

🛡️ NeuralGuard: Building an AI-powered Vulnerable Code Detector for Pull Requests

Comments
1 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.