ai-for-beginners

12 Weeks, 24 Lessons, AI for All!

ann-pure-numpy

Building an Artificial Neural Network using pure Numpy

art_of_data_visualization

The art of effective visualization of multi-dimensional data

attention_keras

Keras Layer implementation of Attention for Sequential models

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-transfer-learning

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

cbow-demo

cbow2

CBOW implementation

chatbot-retrieval

Dual LSTM Encoder for Dialog Response Generation

cnn-rnf

Convolutional Neural Networks with Recurrent Neural Filters

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

cnn_sentence

CNNs for sentence classification

computer_vision

Computer vision tasks with Python and OpenCV.

convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

convolutional_neural_networks_essentials

Contains presentation deck and notebooks showcasing fundamental concepts and hands-on examples for Convolutional Neural Networks

cross_entropy_py

data_science_for_all

Code and resources for my blog and articles to share Data Science and AI knowledge and learnings with everyone

deblurgan

Image Deblurring using Generative Adversarial Networks

deep-learning-andrew-ng

The handouts and exercises of Andrew Ng's Deep Learning courses

deep-learning-samples

Sample code for deep learning & neural networks

deep-learning-specialization

My solutions to Quizzes and Programming Assignments of the specialization.

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

deeplearningframeworkfromscratchcpp

Deep Learning framework implementation with MSE loss, ReLU, softmax, linear layer, a feature/label generator and a mini-batch training function. The main goal of this repository is to show how to develop a project in C++ by using key concepts of the language: abstract class/interface and inheritance, memory management, smart-pointers, iterator, con

deepnet

Educational deep learning library in plain Numpy with no autograd!

digital-image-processing-cpp

cpp implementation for algorithms in the book "digital image processing and computer vision"("数字图像处理与机器视觉-Visual C++与Matlab实现")

docker-tutorial

This is an unofficial repo of the tutorial: https://docs.docker.com/get-started/

dockerfiles

Contain dockerfiles for building deep learning environments

document-scanner-

Document scanner using python and open CV.

examples

TensorFlow examples

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn