Machine Learning skills

PyTorch Geometric

k-dense-ai

Powerful library for graph neural networks in PyTorch.

PyTDC

k-dense-ai

Access and evaluate therapeutic datasets with PyTDC.

Aeon Time Series ML

k-dense-ai

Specialized toolkit for time series machine learning tasks.

A

Arbor Optimization

k-dense-ai

Autonomous iterative improvement for artifacts using HTR.

SHAP

k-dense-ai

Audit and explain machine learning predictions with SHAP.

M

Machine Learning Engineering Workflow

affaan-m

Streamline your production ML systems with robust workflows.

TAO Image Classification

nvidia

Streamline image classification with PyTorch-based models.

DINO Object Detection

nvidia

Train and deploy 2D object detection models with DINO.

GeoMaster

k-dense-ai

Your comprehensive toolkit for geospatial science and analysis.

D

DALI Dynamic Mode

nvidia

Efficiently manage DALI's imperative dynamic API.

Vaex

k-dense-ai

Efficiently process and analyze massive datasets with ease.

TorchDrug

k-dense-ai

Modular PyTorch stack for molecular graph learning.

Scikit-learn

k-dense-ai

Comprehensive machine learning toolkit for Python.

Detecting Anomalies in Industrial Control Systems

mukul975

Monitor OT environments with machine learning anomaly detection.

Transformers.js

huggingface

Run advanced ML models in JavaScript/TypeScript.

Hugging Face Spaces

huggingface

Create and manage machine learning applications effortlessly.

L

LoRA & QLoRA Recipes

wshobson

Fine-tune your models with best-practice configurations.

Quantized Export

wshobson

Efficiently export fine-tuned models for deployment.

T

Trace To Training Data

wshobson

Transform evaluation traces into training data efficiently.

Hugging Face ZeroGPU

huggingface

Optimize ML demos on Hugging Face Spaces with ZeroGPU.

UMAP Learn

k-dense-ai

Efficient nonlinear dimensionality reduction for data visualization.

Uni-Mol Tools

hkuds

Interactive CLI for molecular property prediction workflows.

BigQuery BigFrames

google

Leverage BigQuery with familiar Python DataFrame APIs.

Simple Preference Optimization

nousresearch

Optimize preferences without reference models.