Projects in Awesome Lists by CaptainE
A curated list of projects in awesome lists by CaptainE .
https://github.com/captaine/rnn-lstm-in-numpy
Building a RNN and LSTM from scratch with NumPy.
language-model lstm-neural-networks natural-language-processing numpy pytorch recurrent-neural-networks sequential-models
Last synced: 12 Apr 2025
https://github.com/captaine/ppo-rnd-pommerman
Using Proximal Policy Optimization and Random Network Distillation on Pommerman
bomberman ipynb proximal-policy-optimization random-network-distillation reinforcement-learning
Last synced: 13 Feb 2025
https://github.com/captaine/deep-unsupervised-learning
Pytorch implementatiions of the Homeworks in course CS294-158
cs294-158 flow gan generative-models made pixelcnn uc-berkeley unsupervised-learning vae
Last synced: 12 Apr 2025
https://github.com/captaine/deep-reinforcement-learning-a3c
Repository containing material regarding a modified version of the Berkeley Deep reinforcement learning course and an implementation of A3C as a project
a3c advantage-estimator berkeley-reinforcement-learning cs-294 reinforcement-learning
Last synced: 05 Mar 2025
https://github.com/captaine/searching-for-structure-in-unfalsifiable-claims
Evaluation code for the "Searching for Structure in Unfalsifiable Claims" paper.
Last synced: 05 Mar 2025
https://github.com/captaine/rlsolutionssutton
attempted solutions for Sutton-barto version 2.0
Last synced: 05 Mar 2025
https://github.com/captaine/syntaxsqlnet
Pytorch implementation of SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task .
pytorch syntaxsqlnet text-to-sql
Last synced: 05 Mar 2025
https://github.com/captaine/non-negative-latent-space-models
Implementation of Bayesian Inference for Nonnegative Matrix Factorisation Models.Computational Intelligence and Neuroscience, 2009
bayesian-inference nonnegative-matrix-factorization python
Last synced: 05 Mar 2025
https://github.com/captaine/reinforcementlearning
Classic RL algorithms on Lunar Lander such as Reinforce, DQN, AC and DDQN
Last synced: 05 Mar 2025
https://github.com/captaine/apt
Project website & Code of Adversarial Pivotal Tuning
Last synced: 05 Mar 2025
https://github.com/captaine/recommender-system
simplistic Recommender system for recommending wiki articles based on readability measure such as Lix from previously read article
Last synced: 05 Mar 2025
https://github.com/captaine/how-much-did-it-rain
A model based ML approach for the kaggle challenge how much did it rain
how-much-did-it-rain kaggle-challenge machine-learning model-based-machine-learning
Last synced: 05 Mar 2025