陈's repositories
Adversarial_Validation_Case_Study
当样本分布发生变化时，交叉验证无法准确评估模型在测试集上的效果，这时候需要其他构造验证集的方法来应对。
awesome-2vec
Curated list of 2vec-type embedding models
awesome-embedding-models
A curated list of awesome embedding models tutorials, projects and communities.
awesome-network-embedding
A curated list of network embedding techniques.
BERT_Paper_Chinese_Translation
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 论文的中文翻译。Chinese Translation!
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
feature-selector
Feature selector is a tool for dimensionality reduction of machine learning datasets
GraphEmbedding
Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec
hands_on_Ml_with_Sklearn_and_TF
OReilly Hands On Machine Learning with Scikit Learn and TensorFlow (Sklearn与TensorFlow机器学习实用指南)
learningPySpark
Code base for the Learning PySpark book (in preparation)
MachineLearningTrick
Machine Learning Trick : GBDT_Feature Blending Stacking CascadeForest
no-more-secrets
A recreation of the famous data decryption effect as seen in the 1992 movie Sneakers.
NYC_Green_Taxi
Analysis of NYC Green Taxi and a model to predict the tip as a percentage of the total fare
scorecardpy
Scorecard Development in python, 评分卡
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
text-classification-cnn-rnn
CNN-RNN中文文本分类，基于tensorflow
text_classification
all kinds of text classificaiton models and more with deep learning
transferlearning
Resources and codes about transfer learning and domain adaptation--迁移学习