Pinned Repositories
ACQ
Community Search. Do not use for commercial purpose.
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。
auto_ml
[UNMAINTAINED] Automated machine learning for analytics & production
awesome-2vec
Curated list of 2vec-type embedding models
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
awesome-embedding-models
A curated list of awesome embedding models tutorials, projects and communities.
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
PythonACQ
毕设论文代码草稿
SamanthaChen.github.io
个人主页
SamanthaChen's Repositories
SamanthaChen/ACQ
Community Search. Do not use for commercial purpose.
SamanthaChen/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。
SamanthaChen/SamanthaChen.github.io
个人主页
SamanthaChen/auto_ml
[UNMAINTAINED] Automated machine learning for analytics & production
SamanthaChen/awesome-2vec
Curated list of 2vec-type embedding models
SamanthaChen/awesome-embedding-models
A curated list of awesome embedding models tutorials, projects and communities.
SamanthaChen/awesome-network-embedding
A curated list of network embedding techniques.
SamanthaChen/BERT_Paper_Chinese_Translation
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 论文的中文翻译。Chinese Translation!
SamanthaChen/DataScientistTakeHome
SamanthaChen/deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
SamanthaChen/deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
SamanthaChen/feature-selector
Feature selector is a tool for dimensionality reduction of machine learning datasets
SamanthaChen/GraphEmbedding
Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec
SamanthaChen/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)
SamanthaChen/learningPySpark
Code base for the Learning PySpark book (in preparation)
SamanthaChen/line
TensorFlow implementation of paper "LINE: Large-scale Information Network Embedding" by Jian Tang, et al.
SamanthaChen/MachineLearningTrick
Machine Learning Trick : GBDT_Feature Blending Stacking CascadeForest
SamanthaChen/no-more-secrets
A recreation of the famous data decryption effect as seen in the 1992 movie Sneakers.
SamanthaChen/node2vec
SamanthaChen/NRLPapers
Must-read papers on network representation learning (NRL) / network embedding (NE)
SamanthaChen/NYC_Green_Taxi
Analysis of NYC Green Taxi and a model to predict the tip as a percentage of the total fare
SamanthaChen/OpenNE
An Open-Source Package for Network Embedding (NE)
SamanthaChen/scorecardpy
Scorecard Development in python, 评分卡
SamanthaChen/shadowsocksr-csharp
SamanthaChen/sif_zh
The implement of SIF.
SamanthaChen/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
SamanthaChen/text-classification-cnn-rnn
CNN-RNN中文文本分类，基于tensorflow
SamanthaChen/text_classification
all kinds of text classificaiton models and more with deep learning
SamanthaChen/transferlearning
Resources and codes about transfer learning and domain adaptation--迁移学习
SamanthaChen/xgboost2rule