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Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

AI constraint solver in Java to optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.

The open source Solver AI for Java, Python and Kotlin to optimize scheduling and routing. Solve the vehicle routing problem, employee rostering, task assignment, maintenance scheduling and other planning problems.

This is the implementation of GGHL (A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object Detection)

Computer vision based vehicle detection and tracking using Tensorflow Object Detection API and Kalman-filtering

Contains Solutions to Deep Learning Specailization - Coursera

Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.

Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022

TOOD: Task-aligned One-stage Object Detection, ICCV2021 Oral

OptaPy is an AI constraint solver for Python to optimize planning and scheduling problems.

Code and written solutions of the assignments of the Stanford CS224N: Natural Language Processing with Deep Learning course from winter 2022/2023

This repository contains my solutions to the assignments for Stanford's CS231n "Convolutional Neural Networks for Visual Recognition" (Spring 2020).

A Generative Adversarial Networks (GANs) Specialization made by deeplearning.ai on Coursera

NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python

Pytorch implementation of "AutoAssign: Differentiable Label Assignment for Dense Object Detection"

Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019

A Dual Weighting Label Assignment Scheme for Object Detection

My assignment solutions for Stanford’s CS231n (CNNs for Visual Recognition) and Michigan’s EECS 498-007/598-005 (Deep Learning for Computer Vision), version 2020.

Tensorflow Advanced Technique Specialization