Pinned Repositories
adversarial-robustness-toolbox
This is a library dedicated to adversarial machine learning. Its purpose is to allow rapid crafting and analysis of attacks and defense methods for machine learning models. The Adversarial Robustness Toolbox provides an implementation for many state-of-the-art methods for attacking and defending classifiers. https://developer.ibm.com/code/open/projects/adversarial-robustness-toolbox/
AlphaGo
A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.
awesome-conversational
Awesome-Scene-Text-Recognition
A curated list of resources dedicated to scene text localization and recognition
awesome-slam
A curated list of awesome SLAM tutorials, projects and communities.
BAMnet
Code & data accompanying the NAACL2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"
Book
to watch the progress only
BookCandidate
Booking
chatbot
chess-alpha-zero
Chess reinforcement learning by AlphaGo Zero methods.
xiaoleitw's Repositories
xiaoleitw/crnn
Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.
xiaoleitw/seq2seq-signal-prediction
Signal prediction with a seq2seq RNN model in TensorFlow
xiaoleitw/DeepSpeech
A TensorFlow implementation of Baidu's DeepSpeech architecture
xiaoleitw/pix2code
pix2code: Generating Code from a Graphical User Interface Screenshot
xiaoleitw/introdeeplearning
xiaoleitw/speaker-recognition
A Real-time Speaker Recognition System with GUI
xiaoleitw/TextProposals
Implementation of the method proposed in the papers " TextProposals: a Text-specific Selective Search Algorithm for Word Spotting in the Wild" and "Object Proposals for Text Extraction in the Wild" (Gomez & Karatzas), 2016 and 2015 respectively.
xiaoleitw/improved-gan
code for the paper "Improved Techniques for Training GANs"
xiaoleitw/keras-dcgan
Keras implementation of Deep Convolutional Generative Adversarial Networks
xiaoleitw/CTPN
Detecting Text in Natural Image with Connectionist Text Proposal Network
xiaoleitw/word2vec
Python interface to Google word2vec
xiaoleitw/watts
Word Spotting and Recognition with Embedded Attributes
xiaoleitw/DeepLearning.scala
A DSL for creating complex neural networks
xiaoleitw/awesome-slam
A curated list of awesome SLAM tutorials, projects and communities.
xiaoleitw/sunny-side-up
Sentiment Analysis Challenge
xiaoleitw/matlab-hmm
Open source HMM toolbox, with Discrete-HMM, Gaussian-HMM, GMM-HMM. (matlab)
xiaoleitw/semisup-learn
Semi-supervised learning frameworks for python, which allow fitting scikit-learn classifiers to partially labeled data
xiaoleitw/awesome-conversational
xiaoleitw/AlphaGo
A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.