MillionIntegrals / ESL
Algorithms from the book "Elements of Statistical Learning", implemented in Python
☆11Updated 10 years ago
Alternatives and similar repositories for ESL:
Users that are interested in ESL are comparing it to the libraries listed below
- Boosting and ensemble learning in Python.☆54Updated 10 years ago
- k-means + a linear model = good results☆55Updated 10 years ago
- Predicting sales with Pandas☆15Updated 9 years ago
- tag doc using topN words with lda☆10Updated 9 years ago
- RF + GBM + ARIMA/NN Hybrid ensemble for predicting 6-month returns for the 9 sector ETFs plus IYZ☆24Updated 11 years ago
- Algorithm from The Elements of Statistical Learning book implement by Python 3 code☆19Updated 8 years ago
- Notes from Stanford NLP class☆24Updated 12 years ago
- Sequential model-based optimization with a `scipy.optimize` interface☆15Updated 7 years ago
- feng - feature engineering for machine-learning champions☆27Updated 8 years ago
- A set of methods that predict the future values of popularity indices for news posts using a variety of features.☆33Updated 7 years ago
- an implementation of reinforcement learning problem, stock prices☆10Updated 8 years ago
- My 2nd place submission (working with Kevin Goetsch) out of 28 teams at the Kaggle competition at PyCon2015.☆23Updated 10 years ago
- ☆25Updated 9 years ago
- ☆25Updated 8 years ago
- Code for the Kaggle Marinexplore challenge☆17Updated 12 years ago
- Nonparametric Active Sampling☆11Updated 6 years ago
- Python notebooks for demonstrating various ideas, APIs, libraries.☆32Updated 7 years ago
- 4th Place Solution for The Hunt for Prohibited Content Competition on Kaggle (http://www.kaggle.com/c/avito-prohibited-content)☆28Updated 10 years ago
- ADMM Logistic Regression implemented in Spark☆32Updated 11 years ago
- A Python Tour of Data Science☆30Updated 7 years ago
- Multinomial Factorization Machines☆21Updated 8 years ago
- Capturing Structure Implicitly from Noisy Time-Series having Limited DataUpdated 7 years ago
- Simple structured learning framework for python☆38Updated 9 years ago
- RNN Approaches to Integer Sequence Learning--the famous Kaggle competition☆28Updated 8 years ago
- Code for the "Burn CPU, burn" competition at Kaggle. Uses Extreme Learning Machines and hyperopt.☆33Updated 10 years ago
- Visual Question Answering system's different implementations☆10Updated 8 years ago
- modular implementation of new algorithm☆13Updated 10 years ago
- Auto Encoder on Tensorflow☆12Updated 7 years ago
- Gopalan, P., Ruiz, F. J., Ranganath, R., & Blei, D. M. (2014). Bayesian Nonparametric Poisson Factorization for Recommendation Systems. I…☆15Updated 10 years ago
- An implementation of gibbs sampling for Latent Dirichlet Allocation☆30Updated 13 years ago