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Konrad's Projects

alibi icon alibi

Algorithms for monitoring and explaining machine learning models

alphalens icon alphalens

Performance analysis of predictive (alpha) stock factors

analysis icon analysis

repo for practical data science problems approaches, including notebook demo and working scripts

artgallery icon artgallery

Using new Augmented Reality techniques to build a AR Art Gallery

awesome-ai-ml-dl icon awesome-ai-ml-dl

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

awesome-flutter icon awesome-flutter

An awesome list that curates the best Flutter libraries, tools, tutorials, articles and more.

bayesian-neural-networks icon bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace and more

bitcoin-trader-rl icon bitcoin-trader-rl

A profitable cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym

blocks icon blocks

A Theano framework for building and training neural networks

boruta_py icon boruta_py

Python implementations of the Boruta all-relevant feature selection method.

bsuite icon bsuite

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

catboost icon catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

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