Mandy He (zmandyhe)

zmandyhe

Geek Repo

Location:Orange County, California

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Mandy He's repositories

Web-Backend-Microservices

This is the repo for web backend microservices using Flask, ScyllaDB, memcache.

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a-PyTorch-Tutorial-to-Text-Classification

Hierarchical Attention Networks | a PyTorch Tutorial to Text Classification

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antlr4

ANTLR (ANother Tool for Language Recognition) is a powerful parser generator for reading, processing, executing, or translating structured text or binary files.

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awesome-diarization

A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.

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awesome-distributed-systems

A curated list to learn about distributed systems

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Awesome-Meta-Learning

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

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awesome-zero-shot-learning

A curated list of papers, code and resources pertaining to zero shot learning

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convNet.pytorch

ConvNet training using pytorch

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cosine_metric_learning

Deep Cosine Metric Learning for Person Re-identification

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Deep-Learning-Coursera

Deep Learning Specialization by Andrew Ng, deeplearning.ai.

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deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

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DeepRL-TensorFlow2

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

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detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

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doccano

Open source text annotation tool for machine learning practitioner.

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Expert-Python-Programming-Third-Edition

Expert Python Programming, Third Edition, published by Packt

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google-research

Google Research

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Hands-On-Meta-Learning-With-Python

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

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homebrew-ffmpeg

A homebrew tap for an ffmpeg formula with lots of options

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keract

Activation Maps (Layers Outputs) and Gradients in Keras.

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labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

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lvis-api

Python API for LVIS Dataset

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pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

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pytorch-image-classification

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

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Rectlabel-support

RectLabel - An image annotation tool to label images for bounding box object detection and segmentation.

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tesseract

Tesseract Open Source OCR Engine (main repository)

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text-classification-keras

📚 Text Classification Library with Keras

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umap

Uniform Manifold Approximation and Projection

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Web-scraping-for-images

Web scrapping for images from google search and youtube videos

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