Repository Index

Face Depixelizer based on "PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models" repository.

动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/

• large-language-models
• llm
• ollama
• tutorial

YoloV3 Implemented in Tensorflow 2.0

• tensorflow
• tf2
• yolo
• yolov3

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

• datascience
• machine-learning
• statistical-learning
• python

EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

• machine-learning
• deep-learning
• representation-learning
• pytorch-implementation

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

• milvus
• unstructured-data
• image-search
• audio-search

Machine Learning University: Accelerated Natural Language Processing Class

• machine-learning
• natural-language-processing
• deep-learning
• python

Doing simple retrieval from LLM models at various context lengths to measure accuracy

Code and Slides

Machine Learning Journal for Intermediate to Advanced Topics.

• data-science
• documentation
• large-language-models
• learning-resources

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

• deep-learning
• computer-vision
• machine-learning
• python

Lectures for Udemy - Complete Python Bootcamp Course

Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build with Nemotron models

• ai
• fine-tuning
• model-training
• nemotron

This repository helps you learn Python and Machine Learning from scratch.

• python
• jupyter-notebook
• pandas-dataframe
• numpy

The goal of CLAIMED is to enable low-code/no-code rapid prototyping style programming to seamlessly CI/CD into production.

• data-science
• machine-learning

Code for "GVHMR: World-Grounded Human Motion Recovery via Gravity-View Coordinates", Siggraph Asia 2024, TPAMI 2026

Jupyter notebook and datasets from the pandas video series

• data-science
• jupyter-notebook
• python
• pandas

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, PyTorch, and Hugging Face libraries.

🪼 a python library for doing approximate and phonetic matching of strings.

• python
• levenshtein
• soundex
• hamming

NVIDIA curated collection of educational resources related to general purpose GPU programming.

This is a workshop designed for Amazon Bedrock a foundational model service.

Logica is a logic programming language that compiles to SQL. It runs on DuckDB, Google BigQuery, PostgreSQL and SQLite.

• datalog
• sql
• bigquery
• language

MLOps examples

• mlops
• azureml