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apl405-1

Course Notes for Theory and Practical sessions of APL405.

assignments

Weekly Assignments

automatic-differentiation

an automatic differentiation companion notebook

circuitpython-org

CircuitPython's website

cnn-watermark-removal

Fully convolutional deep neural network to remove transparent overlays from images

computational_physics

These are the Jupyter notebook versions of my original blog posts at www.dantoudai.wordpress.com.

damage_model

detr

End-to-End Object Detection with Transformers

electric-vehicles

BTP: working code for modelling Game theory problems with dynamic utility function in hand.

fabric-example-mod

Example Fabric mod: minecraft-scripting

forward_kinematics_soft_robot

Using Machine learning to model the Forward and Inverse Kinematics of a Soft Robot

gneps

Solving the generalized Nash Equilibrium problems with Mixed-Integer Non-Linear Programming.

imagetransformer

list-of-all-research-internship-program-for-iit-and-nits

This contains the list of almost all the internship available for IIT and NIT students

manim

Animation engine for explanatory math videos

modulus-sym

An abstracted framework for training AI surrogates of physical systems using physics-based symbolic loss functions

nangs

Solving PDEs with NNs

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

sciann-applications

A place to share problems solved with SciANN

scipy

SciPy library main repository

softmax-regression

spresense

Spresense SDK source code

spresense-arduino-compatible

Spresense Arduino Library source code

spresense-part-recognition

torchphysics