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RuDing's Projects

analytics_vidhya icon analytics_vidhya

Codes related to activities on AV including articles, hackathons and discussions.

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cheatsheets-ai icon cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

drl4recsys icon drl4recsys

Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems

ensemble_amazon icon ensemble_amazon

Code to share different ensemble techniques with focus on meta-stacking , using data from Amazon.com - Employee Access Challenge kaggle competition

featexp icon featexp

Feature exploration for supervised learning

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

heamy icon heamy

A set of useful tools for competitive data science.

imbalanced-learn icon imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

kaggle_crowdflower icon kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

keras icon keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

learning icon learning

Upload some python code learned and practiced by myself

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

machine_learning icon machine_learning

Python coded examples and documentation of machine learning algorithms.

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