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3d-machine-learning

A resource repository for 3D machine learning

agents

Efficient Batched Reinforcement Learning in TensorFlow

aiva

AIVA (A.I. Virtual Assistant): General-purpose virtual assistant for developers.

autoencoder

Text autoencoder with LSTMs

awesome-public-datasets

A topic-centric list of high-quality open datasets in public domains. Propose NEW data ☛☛☛PR☛☛☛

awesome-vqa

Visual Q&A reading list

bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

chatbot-retrieval

Dual LSTM Encoder for Dialog Response Generation

code

Code for the book "Mastering OpenCV with Practical Computer Vision Projects" by Packt Publishing 2012.

cs294-131-f17

Web site for the Fall 2017 offering of CS 294-131 (Special Topics in Deep Learning).

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

decanlp

The Natural Language Decathlon: A Multitask Challenge for NLP

deep-learning-sequences-talk

Talk about sequence modelling and NLP with deep learning

deeplearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

deeplearning-image

Introduction to Deep Learning for Image Recognition

deeplearning-nlp

Introduction to Deep Learning for Natural Language Processing

deeplearningnlp

Natural Language Processing Crash Course -from Jason Brownlee's blog: https://machinelearningmastery.com/crash-course-deep-learning-natural-language-processing/

doyouevenlearn

Essential Guide to keep up with AI/ML/CV/UNameIt

dress

DRESS simplification model (EMNLP 2017) described in http://aclweb.org/anthology/D/D17/D17-1062.pdf

emotion_classification

facial expression recognition with Pytorch

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fastai

The fast.ai deep learning library, lessons, and tutorials

fastai_deeplearn_part1

Notes for Fastai Deep Learning Course - Part 1 v2

festival

Festival Speech Synthesis System

flite

A small fast portable speech synthesis system

gem

goodrich

The source code for 'Data Structures and Algorithms in Python' by Goodrich, Tamassia, Goldwasser

graphsage

Representation learning on large graphs using stochastic graph convolutions.

hackermath

Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way