polymath's repositories
ai323
Config files for my GitHub profile.
awesome-deep-trading
List of awesome resources for machine learning-based algorithmic trading
awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
awesome-quant
**的Quant相关资源索引
awesome_time_series_in_python
This curated list contains python packages for time series analysis
Cryptography-1
Offered by Stanford University through Coursera
Cryptopals-challenges
Challenge accepted!
Deep-Learning-in-Time-Series
Deep learning in time series analysis
EffectiveTensorflow
TensorFlow tutorials and best practices.
models
Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）
nmt
TensorFlow Neural Machine Translation Tutorial
PRML
PRML algorithms implemented in Python
rossmann_TSA_forecasts
Time Series Analysis & Forecasting of Rossmann Sales with Python. EDA, TSA and seasonal decomposition, Forecasting with Prophet and XGboost modeling for regression.
rtb-papers
A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.
seq2seq-signal-prediction
Signal prediction with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow
stanford-cryptography
Programming assignments for Coursera Cryptography I by Stanford University
stanford-cs229
Exercise answers to the problem sets from the 2017 machine learning course cs229 by Andrew Ng at Stanford
Surge-Forecast-with-RNN
Multivariate Time-Series Analysis using Recurrent Neural Net with Long Short Term Memory for forecasting surge pricing 5 min into the future.
TimeSeriesForecasting
Material for the Time Series Forecasting article
vnpy
基于python的开源量化交易平台开发框架
vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
xgbfi
XGBoost Feature Interactions & Importance
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, Flink and DataFlow
yieldfarming
🧑🌾 It ain't much, but it's an honest work