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anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

awesome-deep-learning-papers

The most cited deep learning papers

awesome-visual-transformer

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

baccarat_py

Implement Baccarat game in Python

common-dev-tools

Common development tools

deep-learning-models

Implementation of deep learning models from scratch by Pytorch

infra-template

investigate-trasaction-embedding

This repository aims to use word embedding as a reference to also do the same thing with transaction data obtained through the Etherscan API, that is, transaction embedding.

knowledge-mining-with-openai

accelerate the deployment of a Python-based Knowledge Mining solution with OpenAI and use that engine to answer queries / questions specific to that Knowledge Base.

langchain

⚡ Building applications with LLMs through composability ⚡

langchain-lightning

Implement similar to 🦜⛓️LangChain but in a light weight🪶.

langchain_examples

Experiment several use case in LangChain.

nctu-ml2020

2020 NCTU Machine Learning (交大機器學習-簡仁宗)

nnfs

nycu-python_data_science-2021

NYCU Python Data Science 2021

orchid_competition

Orchid Species Identification and Classification Contest (尋找花中君子 - 蘭花種類辨識及分類競賽)

pci-dypro

Process Capability Index under dynamic process with mean shift and variance change consideration

pci_dynamic_process

This project is my thesis about computing a more accurate process capability index under dynamic process with mean shift and variance change.

python-patterns

A collection of design patterns/idioms in Python

python-tools

The Python tools implementation

tana-client

The client for the tana.inc

tana-tools

transformer-in-computer-vision

A paper list of some recent Transformer-based CV works.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch