dlreseach Goto Github PK

new-york-stock-exchange-predictions-rnn-lstm

BEST SCORE ON KAGGLE SO FAR. Mean Square Error after repeated tuning 0.00032. Used stacked GRU + LSTM layers with optimized architecture, learning rate and batch size for best model performance. The graphs are self explanatory once you click and go inside !!!

nlp-knowledge-graph

自然语言处理、知识图谱、对话系统三大技术研究与应用。

nlp-pytorch-zh

《Natural Language Processing with PyTorch》中文翻译

nlp-sentiment

Various NLP methods (in python) to perform sentiment analysis

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp-with-python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

nlp_workshop_odsc_europe20

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.

nn-group-1-code

Code for a discussion group I'm running

nni

An open source AutoML toolkit for neural architecture search, model compression and hyper-parameter tuning.

notes-lsju-machine-learning

机器学习笔记

notes-machine-learning

鉴于我没有时间继续写这个东西，这个项目暂时废止

notes-python

中文 Python 笔记

nptel-socialnetworks

NPTEL Course "Social Networks" by Dr. S. R. S. Iyengar, IIT Ropar - Notes, Data sets and Programs

ntu-hsuantienlin-machinelearning

numpy-ml

Machine learning, in numpy

oneflow

LargeScale Multiphysics Scientific Simulation Environment-OneFLOW CFD

openface

Face recognition with deep neural networks.

opengait

A flexible and extensible framework for gait recognition. You can focus on designing your own models and comparing with state-of-the-arts easily with the help of OpenGait.

oreilly-learning-tensorflow

paddle

PArallel Distributed Deep LEarning

pan.pytorch

A unofficial pytorch implementation of PAN(PSENet2): Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network

papercollections

Paper Collections in the domain of Machine Learning and Deep Learning

papers

算法相关的各种论文和slides

pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs

posenet-python

A Python port of Google TensorFlow.js PoseNet (Real-time Human Pose Estimation)

practical-data-science-with-python

Practical Data Science with Python, published by Packt

practical-deep-learning-with-pytorch

Live Training by Packt, with Jeffrey Yau.

preprocessing-for-deep-learning

This is the notebook associated with the blog post:

pretrained-language-model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.