zcemycl/mlreading-hub

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Created almost 3 years ago
Updated 9 months ago

zcemycl/mlreading-hub

zcemycl

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List of casual implementations of machine learning models from scratch.

TF2DeepFloorplan

TF2 Deep FloorPlan Recognition using a Multi-task Network with Room-boundary-Guided Attention. Enable tensorboard, quantization, flask, tflite, docker, github actions and google colab.

Matlab-GAN

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

Robotics

Python implementations of University of Pennsylvania Robotics Specialization, and more.

PyTorch-DeepFloorplan

Simple replication of 'Deep FloorPlan Recognition using a Multi-task Network with Room-boundary-Guided Attention' using Pytorch.

aws-chromadb-terraform

Deployment of chromadb into AWS resources through terraform

Pytorch_Outpainting_SRN

A casual PyTorch implementation of Wide-Context Semantic Image Extrapolation paper

ProbabilisticPerspectiveMachineLearning

To replicate machine learning, deep learning and reinforcement learning concepts with Python and MATLAB

Jupyter Notebook

practice-app

Delivering multifunctional webapp dev via react and backend flask, including auth, map, game, db, dashboard, donation, and more.

qa-chatgpt-hf-pgvector

E-commerce fashion assistant with Chatgpt, Hugging Face, Ltree and Pgvector.

algoTest

Solving algorithm problems with C++ (Cmake,gtest), C# (dotnet,xunit), Py (pip,pytest), Js (NodeJS,mocha), bash scripts and github actions, under Win10/OSX/Ubuntu.

UltrasoundSimulation

Please see Tasks 3-6. This is the coursework from UCL Computing in Medicine

VerasonicsVantageHardware-GUI

To mimic the functions of signal generator and osscilliscope with Verasonics Vantage Hardware.

PhysicsSimulation

These are some courseworks from UCL year 1 Physics Computing module

systemDeploy

Build systems based on containisation and cloud infrastructure.

webpack-react-ts-mpa-example

Multiplatform example for deploying typescript application.

self-work

Learnt to code some algorithms from scratch, such as ResNet, Gaussian Process, VAE, AE, etc.

Jupyter Notebook

webpack-ts-mpa-example

Looking for best practice in creating github pages with html css and vanilla typescript.

amazon-openvpn-ddns-terraform

AWS Deployment of OpenVPN Server with Terraform and Domain Name to Dynamic IP