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aectech2019-sketchto3d-frontend

andrewng_ml_python

A repository containing the solved python notebooks from Andrew Ng's Machine Learning course in Coursera.

area_room_rhino_inside-revit

A simple script that allows user to create areas/rooms in revit from poly lines in Rhino

basic_linear_logistic_regression

Basic multiple linear regression using sci-kit_learn on tennis_stats data to predict the possibility of winning based on some parameters.

buildingdetection-cropping

Used the YOLO custom object detector (using keras) to detect buildings from an image and crop them out using openCV. Link to original repo:

data_science_codeacademy

data_scientist_salary_analysis

deeplearning_projects

Python notebooks and tutorials from various courses in deeplearning.ai

forge_accelarator

gan_imagefarming

A sister webapp based off on the original sketch to image based web app to get image and sketch based data from users.

gradient-descent-variants

My implementation of Batch, Stochastic & Mini-Batch Gradient Descent Algorithm using Python

machinelearning_python_coursera

The final project for the course Machine Learning with Python on Coursera by IBM.

mosaic

Python script for creating photomosaic images

notebooks

outlet_placement

Example code to place electrical outlets in a studio apartment following some procedural rules. Used Rhino3dm, compute_rhino3d and shapely libraries for the geometric computations. The code is entirely independent of Rhino3D or any software, even though a grasshopper file has been added which can be used to visualize the results if desired.

proforum_2020

My submission for the pro forum 2020. Contains jupyter notebooks and results along with proposal doc.

revittests

Scripts to improve small tasks and issues in Revit

rhino-developer-samples

Rhino and Grasshopper developer sample code

rhino.inside-revit

This is the open-source repository for Rhino.Inside.Revit

rhinocommontest

sketchgan

Using CycleGAN with building sketches + images

spaces2graph

ultralytics_yolov8

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

unsupervised-machinelearning