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biobert

BioBERT: a pre-trained biomedical language representation model

bioelmo

BioELMo is a biomedical version of embeddings from language model (ELMo), pre-trained on PubMed abstracts.

birch

Document ranking via sentence modeling using BERT

bmxnet

BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet

bongard-problems-cnn

bosquelanguage

The Bosque programming language is an experiment in regularized design for a machine assisted rapid and reliable software development lifecycle.

botorch

Bayesian optimization in PyTorch

bristol

Parallel Random Matrix Tools

browsh

A fully-modern text-based browser, rendering to TTY and browsers

capsule-network

PyTorch implementation of the paper Dynamic Routing Between Capsules by Sara Sabour, Nicholas Frosst and Geoffrey Hinton

catboost

CatBoost is an open-source gradient boosting on decision trees library with categorical features support out of the box for Python, R

causalml

Uplift modeling and causal inference with machine learning algorithms

cesium

Machine Learning Time-Series Platform

ciss2_materials

Let's put all materials into this repository

cliner

Clinical Named Entity Recognition system (CliNER) is an open-source natural language processing system for named entity recognition in clinical text of electronic health records.

clinical_concept_extraction

Clinical Concept Extraction with Contextual Word Embedding

clirel

Clinical Relation system (CliRel) is an open-source natural language processing system for classifying relations between named entities in clinical text of electronic health records.

comb_dist_direct_relex

Combining Distant and Direct Supervision for Neural Relation Extraction

comet-commonsense

Code for ACL 2019 Paper: "COMET: Commonsense Transformers for Automatic Knowledge Graph Construction" https://arxiv.org/abs/1906.05317

compile

CompILE: Compositional Imitation Learning and Execution (ICML 2019)

contextual-repr-analysis

A toolkit for evaluating the linguistic knowledge and transferability of contextual representations. Code for "Linguistic Knowledge and Transferability of Contextual Representations", to appear at NAACL 2019.

continuous-intelligence-workshop

Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshops

control-tasks

Repository describing example random control tasks for designing and interpreting neural probes

convolutional-tsetlin-machine

Tutorial on the Convolutional Tsetlin Machine with Demo

cooperative-training

Experiment Code for Paper ``CoT: Cooperative Training for Generative Modeling''

coref

BERT for Coreference Resolution

counterfactual-storyrw

code and data for EMNLP-19 paper "Counterfactual Story Reasoning and Generation" https://arxiv.org/abs/1909.04076

cppn-gan-vae-tensorflow

Train CPPNs as a Generative Model, using Generative Adversarial Networks and Variational Autoencoder techniques to produce high resolution images.

crl

Automatically Composing Representation Transformations as a Means for Generalization

ctrl

Conditional Transformer Language Model for Controllable Generation (https://einstein.ai/presentations/ctrl.pdf)