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Charlene Leong's Projects

kats icon kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

keybert icon keybert

Minimal keyword extraction with BERT

label-studio icon label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

lakefs icon lakefs

Git-like capabilities for your object storage

lazynlp icon lazynlp

Library to scrape and clean web pages to create massive datasets.

lightly icon lightly

A python library for self-supervised learning on images.

lightning-hydra-template icon lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

mask2former icon mask2former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

medicalnet icon medicalnet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

medicalzoopytorch icon medicalzoopytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

miccai2020mil icon miccai2020mil

MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"

mingpt icon mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

ml-design-docs icon ml-design-docs

📄 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)

mmpose icon mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

moveit icon moveit

:robot: The MoveIt! motion planning framework

neovis.js icon neovis.js

Neo4j + vis.js = neovis.js. Graph visualizations in the browser with data from Neo4j.

ngt icon ngt

Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data

notebooks icon notebooks

Set of Jupyter Notebooks linked to Roboflow Blogpost and used in our YouTube videos.

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