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181121_seamonster

台中科博館練習

bdse15-big-data-analyse

Class Prctice in https://www.iiiedu.org.tw/bigdata/

birdnet-lite

TFLite version of BirdNET. Bird sound recognition for more than 6,000 species worldwide.

capture-rtsp-latency-demo-with-tshark

capture_rtsp.sh is a Bash script for capturing RTSP packets. The script offers functionality to retrieve and validate RTSP URIs from command line arguments, as well as to manage logs and captured data.

cogvlm

a state-of-the-art-level open visual language model | 多模态预训练模型

coursera-applied-data-science

ddia

《Designing Data-Intensive Application》DDIA中文翻译

deep-learning-from-scratch

『ゼロから作る Deep Learning』(O'Reilly Japan, 2016)

deeplearningsystem

Deep Learning System core principles introduction.

deepstream-yolo-pose

Use Deepstream python API to extract the model output tensor and customize the post-processing of YOLO-Pose

deepstream_python_apps

DeepStream SDK Python bindings and sample applications

ebird_project

Extraction of deep features/representation of birds by deep learning algorithms.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

iem_dora

Develop a self-supervised learning algorithm to extract deep features from millions of unlabeled signal data to identify abnormal driving behaviors

introducing-python

An introduction to Python

jetson-inference

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

linear-algebra-2019-fall

https://speech.ee.ntu.edu.tw/~tlkagk/courses.html

llama-2

All the projects related to Llama

lm-human-preferences

Code for the paper Fine-Tuning Language Models from Human Preferences

machine-learning-2020-spring

Machine Learning by Hung-yi Lee

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

matlab_training

ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

ml2021-spring

李宏毅 (Hung-Yi Lee) 機器學習 Machine Learning 2021 Spring

mlc-zh

moth_project

The relationship between temperature range and functional variation of Lepidoptera at different latitudes and altitudes was investigated.

paper-reading

深度学习经典、新论文逐段精读

prompt-engineering-guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

python-head-first-design-patterns

Python Head First Design Patterns

python-machine-learning-second-edition

Python Machine Learning - Second Edition, published by Packt