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advanced-deep-learning

aind-nlp

Coding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.

aind2-cnn

AIND Term 2 -- Lesson on Convolutional Neural Networks

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

answer-retrieval

Sample application that shows you how to create your own answer retrieval application for StackExchange, using custom features from the Retrieve and Rank service.

atari-py

A packaged and slightly-modified version of https://github.com/bbitmaster/ale_python_interface

bert

TensorFlow code and pre-trained models for BERT

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bigmartsalesproject

c-_learn_vector_nested_vectors

carnd-alexnet-feature-extraction

This lab guides you through using AlexNet and TensorFlow to build a feature extraction network.

carnd-capstone

carnd-extended-kalman-filter-project

Self-Driving Car Nanodegree Program Starter Code for the Extended Kalman Filter Project

carnd-kidnapped-vehicle-project

carnd-lenet-lab

Implement the LeNet deep neural network model with TensorFlow.

carnd-mercedes-sf-utilities

Tools for Sensor Fusion processing.

carnd-mpc-project

CarND Term 2 Model Predictive Control (MPC) Project

carnd-path-planning-project

Create a path planner that is able to navigate a car safely around a virtual highway

carnd-pid-control-project

carnd-semantic-segmentation

carnd-transfer-learning-lab

carnd-unscented-kalman-filter-project

Self-Driving Car Nanodegree Program Starter Code for the Unscented Kalman Filter Project

carnd-vehicle-detection

Vehicle Detection Project

classicmachinelearning-labs

Naive Bayes SVMs

computervisionadvancedlanedetection

Identifying Lanes & Plotting Safe Area for Autonomous Vehicle to Drive - Project 4

computervisionobjectdetection

datasciencecoursera

Experiments/Lab During Learning Days!!

datasharing

The Leek group guide to data sharing

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deeplearningflappybird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).