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Udeepa Meepegama's Projects

aldm icon aldm

UCL MSc Machine Learning Thesis, 2020: Generalisation in Reinforcement Learning with Action-specific Latent Distribution Matching

aup icon aup

PyTorch implementation of Avoiding Side Effects in Complex Environments in the OpenAI Procgen Benchmark.

gan icon gan

Theory and PyTorch implementations of Generative Adversarial Networks.

proteios icon proteios

Predicting the Subcellular location of Eukaryotic Proteins.

pylcs icon pylcs

super fast cpp implementation of longest common subsequence/substring

rnn icon rnn

Theory and Application of RNNs and LSTMs to Language Modelling and Machine Translation.

svm icon svm

L1-SVM & L2-SVM optimised using Log barrier Interior point and Sequential Minimal Optimisation (SMO) algorithms.

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

vae icon vae

Theory and PyTorch implementations of Variational Autoencoders

vib icon vib

Theory and PyTorch implementation of Deep Variational Information Bottleneck

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