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Jude Wells's Projects

aak_formyoula icon aak_formyoula

JavaScript logic for Art Against Knives' Formyoula data entry surveys

causalml icon causalml

Uplift modeling and causal inference with machine learning algorithms

colabfold icon colabfold

Making Protein folding accessible to all via Google Colab!

esm icon esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

ge-lda-survival icon ge-lda-survival

Gene Expression based Survival Prediction for Cancer Patients – A Topic Modeling Approach

keras-oldfork icon keras-oldfork

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

keras_anomaly_detection icon keras_anomaly_detection

CNN based autoencoder combined with kernel density estimation for colour image anomaly detection / novelty detection. Built using Tensforflow 2.0 and Keras

nmf-tensorflow icon nmf-tensorflow

Non-negative Matrix Factorization (NMF) Tensorflow Implementation

non_negative_ols_keras icon non_negative_ols_keras

Implements non-negative ordinary least squares regression using Keras includes weights-sum-to-one constraint, Lasso L1 regularization and cost weighting per weight

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