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simple-neural-network

Creating a simple neural network in Python with one input layer (3 inputs) and one output neuron.

sklearn_tutorial

Materials for my scikit-learn tutorial

stable-diffusion-controlnet-webui

Diffusion WebUI: Stable Diffusion + ControlNet + Inpaint

stable-diffusion-webui-directml

Stable Diffusion web UI

studycode

swit

Seismic Waveform Inversion Toolbox

tensorflow-tensorrt

This repository is for my YT video series about optimizing a Tensorflow deep learning model using TensorRT. We demonstrate optimizing LeNet-like model and YOLOv3 model, and get 3.7x and 1.5x faster for the former and the latter, respectively, compared to the original models.

text-classification-cnn-pytorch

The aim of this repository is to show a baseline model for text classification through convolutional neural networks in the PyTorch framework. The architecture implemented in this model was inspired by the one proposed in the paper: Convolutional Neural Networks for Sentence Classification.

tfodcourse

the-art-of-linear-algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

the-grand-complete-data-science-materials

thefuzz

Fuzzy String Matching in Python

theory-of-seismic-waves-ii

Course material for the lecture "Theory of seismic waves II" (SS 2018) @ CAU Kiel

thinkstats2

Text and supporting code for Think Stats, 2nd Edition

top-deep-learning

Top 200 deep learning Github repositories sorted by the number of stars.

transfer-learning

《파이썬을 활용한 딥러닝 전이학습》 예제 코드

transform-2020-spatial-in-python

transform-2021

Materials for the PyVista workshop from the Transform 2021 Virtual Conference

transform21

Material for the Harmonica tutorial at Transform21

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

transformers-tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

tutorials

Tutorials from The Leading Edge column

unet-denoising-tool-for-textbook-images-udm-

This tool will use a pre-trained Unet model to remove grids, grey background and noise from writing and equations in textbook type papers (with diffent types of grids)

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022

viser

Web-based 3D visualization + Python

visual-chatgpt

VisualChatGPT

volve-machine-learning

Exploration of machine learning in the Volve field dataset

vtoonify

[SIGGRAPH Asia 2022] VToonify: Controllable High-Resolution Portrait Video Style Transfer

webplotdigitizer

HTML5 based online tool to extract numerical data from plot images.