junzh821 Goto Github PK

advanced-tensorflow

Little More Advanced TensorFlow Implementations

aind-nlp-bookworm

A simple question-answering system built using IBM Watson's NLP services.

awesome-chinese-nlp

A curated list of resources for Chinese NLP 中文自然语言处理相关资料

awesome-gan-inversion

A collection of resources on GAN inversion.

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

best_ai_papers_2021

A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code. [work in progress]

cats-vs-dogs-cnn-using-keras-

The training set consisted of 25,000 images out of which 5,000 images were taken out as validation data. Separate test data folder consisted of 12,500 images for which the labels were predicted using trained model. My work includes preprocessing for model, Data augmentation to prevent overfitting, callbacks in keras to reduce learning rate timely, various CNN architecture trials with different layers and hyperparameters for best fit and learning curve wrt epochs. I gained a validation accuracy of 87.15 % without using any pretrained imagenet models . VGG-16 gave around 89 % as validation accuracy.

cdcs

Chinese Data Competitions' Solutions

checklist

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

chinese-llama-alpaca

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

cn-machine-learning

https://cn.udacity.com/mlnd/

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.

data_mining_class_2017_june

七月算法6月数据挖掘班

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep_learning

Deep Learning Resources and Tutorials using Keras and Lasagne

deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearningzerotoall

TensorFlow Basic Tutorial Labs

deepnlp

Deep Learning NLP Pipeline implemented on Tensorflow

deepnlp-models-pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

deepwalk

DeepWalk - Deep Learning for Graphs

designing-data-intensive-applications

detect-lstm-model

深度学习 检测异常 URL | Request (比较 Bi-LSTM、Bi-LSTM + CNN、CNN + Bi-LSTM、Bi-LSTM + Attention、CNN + Bi-LSTM + CNN 模型)

detectmaliciousurl

Applying text model to Detection Task

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dig

A library for graph deep learning research