wlixin's repositories
PACNN-PerspectiveAware-CrowdCounting
Perspective-Aware CNN for Crowd Counting
awesome-time-series
list of papers, code, and other resources
awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects
char-rnn-tensorflow
Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow
data-science-ipython-notebooks
Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes
Deep-Learning-Time-Series-Anomaly-Detection
An attempt to implement 'DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series'
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
dynamic_shift_detector
A new tool for detecting changes in dynamic rules in population time series data
kaggle-web-traffic
1st place solution
LSTM-Neural-Network-for-Time-Series-Prediction
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
pywaveclus
Python port of WaveClus
TensorFlow-Time-Series-Examples
Time Series Prediction with tf.contrib.timeseries
TensorFlow-Tutorials-for-Time-Series
TensorFlow Tutorial for Time Series Prediction
tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook
TimeSeriesAnalysiswithPython
Time Series Analysis with Python
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
whylog
whylog is a tool for root cause analysis of log entries. It allows the users to capture information about important cause-effect relations between log statements. Whylog then allows to use that knowledge to quickly determine the cause during an investigation of logs
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow