Pinned Repositories
algorithms
Algorithms & Data Structures in Go
newsfeed
Demo: implementing a Twitter-like news feed using Apache Samza
mubarak's Repositories
mubarak/Activity-Recognition-with-CNN-and-RNN
Temporal Segments LSTM and Temporal-Inception for Activity Recognition
mubarak/awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
mubarak/awesome-deep-learning-papers
mubarak/awesome-deep-vision
A curated list of deep learning resources for computer vision
mubarak/awesome-rnn
Recurrent Neural Network - A curated list of resources dedicated to RNN
mubarak/awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
mubarak/CNN-LSTM-Caption-Generator
A Tensorflow implementation of CNN-LSTM image caption generator architecture that achieves close to state-of-the-art results on the MSCOCO dataset.
mubarak/continuous-online-video-classification-blog
Code that accompanies a blog posts on continuous online video classification with TensorFlow, Inception and a Raspberry Pi
mubarak/conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
mubarak/Deep-Learning-projects
Deep Learning projects
mubarak/DeepLearning-SirajologyChallenges
Codes for weekly challenges on Deep Learning by Siraj
mubarak/five-video-classification-methods
Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow
mubarak/generative-adversial
image generation via GANs
mubarak/generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
mubarak/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
mubarak/HAR-stacked-residual-bidir-LSTMs
Using deep stacked residual bidirectional LSTM cells (RNN) with TensorFlow, we do Human Activity Recognition (HAR). Classifying the type of movement amongst 6 categories or 18 categories on 2 different datasets.
mubarak/LSTM-Human-Activity-Recognition
Human activity recognition using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING).
mubarak/reinforcement-learning-car
Using reinforcement learning to teach a car to avoid obstacles.
mubarak/rl-rc-car
Implements basic reinforcement learning algorithms to control a remote-control car in a room.
mubarak/rudimentary-ai-composer
A very basic LSTM composer, doesn't compose any proper music for now
mubarak/Simple-Inception-Transfer-Learning
A classifier for cat and dog images (Response to Siraj's challenge of the week)
mubarak/TensorFlow-Book
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
mubarak/TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
mubarak/tf-lstm-char-cnn
tensorflow rewrite of Yoon Kim's lstm-char-cnn
mubarak/TFmyValentine-cotw
Speed-dating match prediction based on Anna Montoya's Speed Dating Experiment Datasets
mubarak/tiny-dqn
A tiny implementation of Deep Q Learning, using TensorFlow and OpenAI gym
mubarak/TopDeepLearning
A list of popular github projects related to deep learning
mubarak/transfer_learning_tutorial
A guide to transfer learning with inception-resnet-v2.
mubarak/variational-autoencoder
generate MNIST using a Variational Autoencoder
mubarak/Video-Classification-2-Stream-CNN
Video Classification using 2 stream CNN