ml-ai-nlp-ir Goto Github PK

tf_chatbot_seq2seq_antilm

Seq2seq chatbot with attention and anti-language model to suppress generic response, option for further improve by deep reinforcement learning.

tf_examples

TensorFlow and Scikit Flow examples

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

the-nlp-pandect

A comprehensive reference for all topics related to Natural Language Processing

the-terrible-deep-learning-list

15 working examples to get you started with Deep Learning without learning any of the math.

theanets

feedforward and recurrent neural networks

theano-lights

Deep learning research framework based on Theano

theano-tutorials

Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.

theano_alexnet

Theano-based Alexnet

theano_exercises

Exercises for my tutorials on Theano

time-series-classification-and-clustering

Time series classification and clustering code written in Python. Mostly based on the work of Dr. Eamonn Keogh at University of California Riverside

tinyflow

Tutorial code on how to build your own Deep Learning System in 2k Lines

tjungblut-online-ml

Online Machine Learning Algorithms

topdeeplearning

A list of popular github projects related to deep learning

topical_word_embeddings

A demo code for topical word embedding

topicvec

topik

A Topic Modeling toolbox

torch-autograd

Autograd automatically differentiates native Torch code

torch-residual-networks

This is a Torch implementation of ["Deep Residual Learning for Image Recognition",Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun](http://arxiv.org/abs/1512.03385) the winners of the 2015 ILSVRC and COCO challenges.

torch-rnn

Efficient, reusable RNNs and LSTMs for torch

torch-ubuntu-gpu-ec2-install

Guide for installing Torch machine learning library onto a GPU EC2 instance running Ubuntu

torch7

torchfusion

A modern deep learning framework built to accelerate research and development of AI systems

torchprof

PyTorch layer-by-layer model profiler

torchsample

High-Level Training, Data Augmentation, and Utilities for Pytorch

torchsde

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

torchstat

Model analyzer in PyTorch

training-data-analyst

Labs and demos for courses in the Data Analyst track of GCP Training (http://cloud.google.com/training).

transfer-learning-lab

transorthogonal-linguistics

Uses an orthogonal vector space to finds words close to the hyperchord of two input words.