Pinned Repositories
adtk
A Python toolkit for unsupervised anomaly detection in time series
Avazu_prediction_sklearn
Kaggle Avazu Competition
CNN-Sentence-Classification
A tensorflow implementation of Convolutional Neural Networks for Sentence Classification
deep_learning_NLP
Implementation of CNN for document classification in Keras on the IMDB movie review data set
DeepJet
DeepJetCore
deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
dist-keras
Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.
explainable-minichess
Chess for smaller chess variants, MCTS-learning AlphaZero-like, and Concept Detection
udlbook
Understanding Deep Learning - Simon J.D. Prince
yangzch's Repositories
yangzch/udlbook
Understanding Deep Learning - Simon J.D. Prince
yangzch/adtk
A Python toolkit for unsupervised anomaly detection in time series
yangzch/Avazu_prediction_sklearn
Kaggle Avazu Competition
yangzch/deep_learning_NLP
Implementation of CNN for document classification in Keras on the IMDB movie review data set
yangzch/DeepJet
yangzch/DeepJetCore
yangzch/deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
yangzch/explainable-minichess
Chess for smaller chess variants, MCTS-learning AlphaZero-like, and Concept Detection
yangzch/fbu
Fully Bayesian Unfolding
yangzch/gpt4all
gpt4all: a chatbot trained on a massive collection of clean assistant data including code, stories and dialogue
yangzch/iceberg_2DCNN
Iceberg vs ship image data. 2D CNN classification
yangzch/imdb-review-analysis-CNN
imdb review text analysis
yangzch/kaggle-api
Official Kaggle API
yangzch/Kaggle_zillow_xgboost
Zillow's Home Value Prediction
yangzch/MARL-drag-reduction-in-wall-bounded-flows
yangzch/mtad-gat-pytorch
PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https://arxiv.org/abs/2009.02040).
yangzch/Phase-Field_DeepONet
yangzch/pykan
Kolmogorov Arnold Networks
yangzch/Revenue_prediction_TMVA
With TMVA in C++
yangzch/rewts
yangzch/root_gnn
GNN classification for reconstructed HEP events stored in ROOT
yangzch/sentiment-analysis-keras-conv
Using Convolutional Neural Net for Sentiment Analysis
yangzch/shap
A game theoretic approach to explain the output of any machine learning model.
yangzch/Simple-KAN-4-Time-Series
A simple feature-based time series classifier using Kolmogorov–Arnold Networks
yangzch/simulai
A toolkit with data-driven pipelines for physics-informed machine learning.
yangzch/som-tsp
Solving the Traveling Salesman Problem using Self-Organizing Maps
yangzch/Steady-State-Detector
yangzch/time_prediction_pylearn
pylearn script for a time prediction
yangzch/tsaug
A Python package for time series augmentation
yangzch/zongchang.github.io
my website