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anton4i's Projects
mlcourse_open
OpenDataScience Machine Learning course. Both in English and Russian
movielens-bench
Datafiles for the MovieLens for benchmarking purposes
nb_conda_kernels
Package for managing conda environment-based kernels inside of Jupyter
neuroworkshop
Neural Network Workshop Materials
ngboost
Natural Gradient Boosting for Probabilistic Prediction
notebooks
RAPIDS Sample Notebooks
open-solution-salt-identification
Open solution to the TGS Salt Identification Challenge
plaidml
PlaidML is a framework for making deep learning work everywhere.
practical_rl-coursera
My Solution to the Programming Assignments for Practical Reinforcement Learning from Coursera
predict-next-purchase
Predict what a customer will buy next based on purchase history using automated feature engineering
probabilistic-programming-and-bayesian-methods-for-hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
pyaf
PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.
pymc3
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano
pymc3_euss
Course in Probabilistic Programming in Python for the 2018 EU Summer School
pymc3_vs_pystan
Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/presentation/30/ video: https://www.youtube.com/watch?v=Jb9eklfbDyg
rpy2_sample_notebooks
Some sample notebooks using R commands within Python through rpy2 module
sc-fegan
SC-FEGAN : Face Editing Generative Adversarial Network with User's Sketch and Color
speech_recognition
Speech recognition module for Python, supporting several engines and APIs, online and offline.
statsmodels
Statsmodels: statistical modeling and econometrics in Python
super-mario-bros-a3c-pytorch
Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros
tensorflow-book
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
tensorflow_timeseries_rnn_mapr
TensorFlow code from my blog post https://mapr.com/blog/deep-learning-tensorflow/
tutorials
Ipython notebooks for math and finance tutorials
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